@ARTICLE{Str01,
AUTHOR = {P. D. Stroud},
TITLE = {Kalman-Extended Genetic Algorithm for Search in
Nonstationary Environments with Noisy Fitness
Evaluations},
YEAR = {2001},
PAGES = {66--77},
JOURNAL = {{IEEE} {T}ransactions on {E}volutionary
{C}omputation},
VOLUME = {5},
NUMBER = {1},
PDF = {http://www.lanl.gov/orgs/d/d3/documents/KGA00150.pdf}
}
@INPROCEEDINGS{Urs00,
AUTHOR = {R. K. Ursem},
TITLE = {Multinational {GA} Optimization Techniques in
Dynamic Environments},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
YEAR = 2000,
PUBLISHER = {Morgan Kaufmann},
PAGES = {19-26},
EDITOR = {D. Whitley and D. Goldberg and E. Cantu-Paz and L.
Spector and I. Parmee and H.-G. Beyer}
}
@INPROCEEDINGS{Doz00a,
AUTHOR = {G. Dozier},
TITLE = {Steady-State Evolutionary Path Planning,
Adaptive Replacement, and Hyper-Diversity},
BOOKTITLE = {Parallel Problem Solving from Nature (PPSN {VI})},
YEAR = 2000,
PUBLISHER = {Springer},
EDITOR = {M. Schoenauer and K. Deb and G. Rudolph and X. Yao
and E. Lutton and J. J. Merelo and H.-P. Schwefel},
VOLUME = 1917,
SERIES = {LNCS},
PAGES = {562-570}
}
@INPROCEEDINGS{Kal89,
AUTHOR = {K. Kalmanje},
TITLE = {Micro-genetic algorithms for stationary an nonstationary function optimization},
BOOKTITLE = {Intelligent Control and Adaptive Systems},
PAGES = {289-296},
YEAR = 1989,
VOLUME = 1196
}
@INPROCEEDINGS{Doz00b,
AUTHOR = {G. Dozier},
TITLE = {Distributed Steady-State Neuro-Evolutionary Path Planning,
in Non-stationary Environments Using Adaptive Replacement},
PAGES = {58-65},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
YEAR = 2000,
PUBLISHER = {Morgan Kaufmann},
EDITOR = {D. Whitley and D. Goldberg and E. Cantu-Paz and L.
Spector and I. Parmee and H.-G. Beyer}
}
@INPROCEEDINGS{MoDe99,
AUTHOR = {R. W. Morrison and K. A. DeJong},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2047-2053},
PUBLISHER = {IEEE},
TITLE = {A Test Problem Generator for Non-Stationary Environments},
VOLUME = {3},
PS = {http://www.revolutionaryengineering.com/morrisoncec99.zip},
YEAR = {1999}
}
@INPROCEEDINGS{Gre99,
AUTHOR = {J. J. Grefenstette},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2031-2038},
PUBLISHER = {IEEE},
TITLE = {Evolvability in Dynamic Fitness Landscapes: A Genetic Algorithm Approach},
VOLUME = {3},
PDF = {http://www.ifi.unizh.ch/groups/ailab/people/nitschke/refs/GA's/gref-cec99.pdf},
YEAR = {1999}
}
@INPROCEEDINGS{WeWe99,
AUTHOR = {K. Weicker and N. Weicker},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2039-2046},
TITLE = {On Evolution Strategy Optimization in Dynamic Environments},
VOLUME = {3},
YEAR = {1999}
}
@INPROCEEDINGS{Wei00,
AUTHOR = {K. Weicker},
TITLE = {An Analysis od Dynamic Severity and Population
Size},
BOOKTITLE = {Parallel Problem Solving from Nature (PPSN {VI})},
YEAR = 2000,
PUBLISHER = {Springer},
EDITOR = {M. Schoenauer and K. Deb and G. Rudolph and X. Yao
and E. Lutton and J. J. Merelo and H.-P. Schwefel},
VOLUME = 1917,
SERIES = {LNCS},
PAGES = {}
}
@INPROCEEDINGS{LiJo99,
AUTHOR = {W. Liles and K. De Jong},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2054-2060},
PUBLISHER = {IEEE},
TITLE = {The Usefulness of Tag Bits in Changing Environments},
VOLUME = {3},
YEAR = {1999}
}
@INPROCEEDINGS{StDa99,
AUTHOR = {Stephen A. Stanhope and Jason M. Daida},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1851-1858},
PUBLISHER = {IEEE},
TITLE = {Genetic Algorithm Fitness Dynamics in a Changing Environment},
VOLUME = {3},
YEAR = {1999}
}
@ARTICLE{SmVa99,
AUTHOR = {J. E. Smith and F. Vavak},
JOURNAL = {Journal of Computing and Information Technology},
NUMBER = {1},
PAGES = {49-59},
TITLE = {Replacement Strategies in Steady State Genetic Algorithms: Dynamic Environments},
VOLUME = {7},
PS = {http://www.csm.uwe.ac.uk/~jsmith/jcit99.ps.zip},
YEAR = {1999}
}
@INPROCEEDINGS{GaCo99b,
AUTHOR = {A. Gaspar and P. Collard},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1859 - 1866},
PUBLISHER = {IEEE},
TITLE = {From GAs to Artificial Immune Systems: Improving Adaptation in Time Dependent Optimization},
VOLUME = {3},
YEAR = {1999}
}
@INPROCEEDINGS{GaCo99a,
AUTHOR = {A. Gaspar and P. Collard},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1867 - 1874},
PUBLISHER = {IEEE},
TITLE = {There is ALife beyond Convergence: Using a Dual Sharing to Adapt in Time Dependent Optimization},
VOLUME = {3},
YEAR = {1999}
}
@INPROCEEDINGS{OpWi99b,
AUTHOR = {F. Oppacher and M. Wineberg},
BOOKTITLE = {Genetic and Evolutionary Computation Conference (GECCO)},
EDITOR = {Wolfgang Banzhaf et al.},
PAGES = {504 - 510},
PUBLISHER = {Morgan Kaufmann, San Francisco},
TITLE = {The Shifting Balance Genetic Algorithm: Improving the GA in a Dynamic Environment},
VOLUME = {1},
PDF = {http://snowhite.cis.uoguelph.ca/~wineberg/publications/gecco99.pdf},
YEAR = {1999}
}
@INPROCEEDINGS{SaDe99,
AUTHOR = {J. Sarma and K. De Jong},
BOOKTITLE = {GECCO},
EDITOR = {W. Banzhaf et al.},
PAGES = {572 -578},
PUBLISHER = {Morgan Kaufmann, San Francisco, California},
TITLE = {The Behavior of Spatially Distributed Evolutionary Algorithms in Non-Stationary Environments},
VOLUME = {1},
YEAR = {1999}
}
@INPROCEEDINGS{AFF96,
AUTHOR = {P. J. Angeline and D. B. Fogel and L. J. Fogel},
BOOKTITLE = {Conference on Evolutionary Programming},
EDITOR = {L. J. Fogel et al.},
PAGES = {441-449},
TITLE = {A Comparison of Self-Adaptation Methods for Finite State Machines in Dynamic Environments},
YEAR = {1996}
}
@MASTERSTHESIS{And91,
AUTHOR = {H. C. Andersen},
MONTH = NOV,
SCHOOL = {Queensland University of Technology, Brisbane, Australia},
TITLE = {An Investigation into Genetic Algorithms, and the Relationship between Speciation and the Tracking of Optima in Dynamic Functions},
TYPE = {Honours Thesis},
YEAR = {1991}
}
@INPROCEEDINGS{Ang97,
AUTHOR = {P. J. Angeline},
PAGES = {335-345},
TITLE = {Tracking extrema in dynamic environments},
EDITOR = {P. J. Angeline and R. G. Reynolds and J. R. McDonnell and R. Eberhart},
PUBLISHER = {Springer},
SERIES = {LNCS},
BOOKTITLE = {Sixth International Conference on Evolutionary Programming},
VOLUME = {1213},
YEAR = {1997}
}
@TECHREPORT{BK94,
AUTHOR = {C. Bierwirth and H. Kopfer},
ADDRESS = {Germany},
INSTITUTION = {Department of Economics, University of Bremen},
TITLE = {Dynamic Task Scheduling with Genetic Algorithms in Manufacturing Systems},
YEAR = {1994}
}
@INPROCEEDINGS{BKMR95,
AUTHOR = {C. Bierwirth and H. Kopfer and D. C. Mattfeld and I. Rixen},
BOOKTITLE = {Proc. of IEEE Conference on Evolutionary Computation},
PUBLISHER = {IEEE Press},
TITLE = {Genetic Algorithm based Scheduling in a Dynamic Manufacturing Environment},
PS = {http://www.logistik.uni-bremen.de/download/pubs/art_3.ps},
YEAR = {1995}
}
@ARTICLE{Bab95,
AUTHOR = {G. P. Babu},
JOURNAL = {Biol. Cybern.},
PAGES = {367-374},
TITLE = {Clustering in non-stationary environments using a clan-based evolutionary approach},
VOLUME = {73},
YEAR = {1995}
}
@INPROCEEDINGS{Bae98,
AUTHOR = {T. B{\"a}ck},
BOOKTITLE = {IEEE International Conference on Evolutionary Computation},
PAGES = {446-451},
PUBLISHER = {IEEE},
TITLE = {On the Behavior of Evolutionary Algorithms in Dynamic Environments},
YEAR = {1998}
}
@ARTICLE{BiMa99,
AUTHOR = {C. Bierwirth and D. C. Mattfeld},
JOURNAL = {Evolutionary Computation},
NUMBER = {1},
PAGES = {1-18},
TITLE = {Production Scheduling and Rescheduling with Genetic Algorithms},
VOLUME = {7},
YEAR = {1999}
}
@INPROCEEDINGS{Bra99,
AUTHOR = {J. Branke},
BOOKTITLE = {Congress on Evolutionary Computation CEC99},
PAGES = {1875-1882},
PUBLISHER = {IEEE},
TITLE = {Memory Enhanced Evolutionary Algorithms for Changing Optimization Problems},
VOLUME = {3},
PS = {ftp://ftp.aifb.uni-karlsruhe.de/pub/jbr/branke_cec1999.ps.gz},
YEAR = {199}
}
@TECHREPORT{Bra99TR,
AUTHOR = {J. Branke},
INSTITUTION = {Insitute AIFB, University of Karlsruhe},
MONTH = FEB,
NUMBER = {387},
TITLE = {Evolutionary Algorithms for Dynamic Optimization Problems - A Survey},
YEAR = {1999}
}
@ARTICLE{CEG97,
AUTHOR = {P. Collard and C. Escazut and A. Gaspar},
JOURNAL = {International Journal on Artificial Intelligence Tools},
NUMBER = {4},
PAGES = {665-695},
TITLE = {An Evolutionary Approach for time dependent optimization},
VOLUME = {6},
YEAR = {1997}
}
@INPROCEEDINGS{CaTu94,
AUTHOR = {H. M. Cartwright and A. L. Tuson},
BOOKTITLE = {AISB Workshop on Evolutionary Computing},
EDITOR = {T. C. Fogarty},
PAGES = {277-290},
PUBLISHER = {Springer Verlag},
SERIES = {LNCS},
TITLE = {Genetic algorithms and flowshop scheduling: towards the development of a real-time process control system},
VOLUME = {865},
YEAR = {1994}
}
@INPROCEEDINGS{CeVe97,
AUTHOR = {W. Cedeno and V. R. Vemuri},
BOOKTITLE = {International Conference on Evolutionary Computation},
PUBLISHER = {IEEE},
TITLE = {On the Use of Niching for Dynamic Landscapes},
YEAR = {1997}
}
@INPROCEEDINGS{CoGr93,
AUTHOR = {H. G. Cobb and J. J. Grefenstette},
BOOKTITLE = {International Conference on Genetic Algorithms},
PAGES = {523-530},
PUBLISHER = {Morgan Kaufmann},
PS = {ftp://ftp.aic.nrl.navy.mil/pub/papers/1993/AIC-93-004.ps},
TITLE = {Genetic Algorithms for Tracking Changing Environments},
YEAR = {1993}
}
@TECHREPORT{Cob90,
AUTHOR = {H. G. Cobb},
ADDRESS = {Washington, USA},
INSTITUTION = {Naval Research Laboratory},
NUMBER = {AIC-90-001},
TITLE = {An Investigation into the Use of Hypermutation as an Adaptive Operator in Genetic Algorithms Having Continuouis, Time-Dependent Nonstationary Environments},
TYPE = {Technical Report},
PS = {ftp://ftp.aic.nrl.navy.mil/pub/papers/1990/AIC-90-001.ps.Z},
YEAR = {1990}
}
@INPROCEEDINGS{DaMc92,
AUTHOR = {D. Dasgupta and D. R. McGregor},
EDITOR = {R. M\"anner and B. Manderick},
PUBLISHER = {Elsevier Science Publisher},
BOOKTITLE = {Parallel Problem Solving from Nature},
PAGES = {145-154},
TITLE = {Nonstationary Function Optimization using the Structured Genetic Algorithm},
PS = {ftp://ftp.cs.unm.edu/pub/dasgupta/ppsn-92.ps.Z},
YEAR = {1992}
}
@INPROCEEDINGS{FRC93,
AUTHOR = {H.-L. Fang and Peter Ross and Dave Corne},
BOOKTITLE = {International Conference on Genetic Algorithms},
EDITOR = {S. Forrest},
PAGES = {375-382},
PUBLISHER = {Morgan Kaufmann},
TITLE = {A promising genetic Algorithm Approach to Job-Shop Scheduling, Rescheduling, and Open-Shop Scheduling Problems},
PDF = {http://citeseer.nj.nec.com/cache/papers/cs/2867/http:zSzzSzbioinfo.cpgei.cefetpr.brzSzmirrorszSzencorezSzGAzSzpaperszSzicga93-2.pdf/fang93promising.pdf},
YEAR = {1993}
}
@INPROCEEDINGS{GTT98,
AUTHOR = {A. Ghosh and S. Tsutsui and H. Tanaka},
BOOKTITLE = {IEEE International Conference on Evolutionary Computation},
PAGES = {666-671},
TITLE = {Function Optimization in Nonstationary Environment using Steady State Genetic Algorithms with Aging of Individuals},
PDF = {http://www.hannan-u.ac.jp/~tsutsui/ps/ieee98-ns.pdf},
YEAR = {1998}
}
@INPROCEEDINGS{GaCo97,
AUTHOR = {A. Gaspar and P. Collard},
BOOKTITLE = {International Conference on Tools for Artificial Intelligence},
PAGES = {207-214},
PUBLISHER = {IEEE Computer Society Press},
TITLE = {Time Dependent Optimization with a Folding Genetic Algorithm},
YEAR = {1997}
}
@INPROCEEDINGS{GoSm87,
AUTHOR = {D. E. Goldberg and R. E. Smith},
BOOKTITLE = {International Conference on Genetic Algorithms},
EDITOR = {J. J. Grefenstette},
PAGES = {59-68},
PUBLISHER = {Lawrence Erlbaum Associates},
TITLE = {Nonstationary Function Optimization using Genetic Algorithms with Dominance and Diploidy},
YEAR = {1987}
}
@INPROCEEDINGS{GrRa92,
AUTHOR = {J. J. Grefenstette and C. L. Ramsey},
BOOKTITLE = {International conference on Machine Learning},
EDITOR = {D. Sleeman and P. Edwards},
PAGES = {189-195},
PUBLISHER = {Morgan Kaufmann},
TITLE = {An Approach to Anytime Learning},
PS = {ftp://ftp.aic.nrl.navy.mil/pub/papers/1992/AIC-92-003.ps.Z},
YEAR = {1992}
}
@INPROCEEDINGS{Gre92,
AUTHOR = {J. J. Grefenstette},
BOOKTITLE = {Parallel Problem Solving from Nature 2},
EDITOR = {R. Maenner and B. Manderick},
PAGES = {137-144},
PUBLISHER = {North Holland},
TITLE = {Genetic algorithms for changing environments},
PS = {ftp://ftp.aic.nrl.navy.mil/pub/papers/1992/AIC-92-011.ps.Z},
YEAR = {1992}
}
@INPROCEEDINGS{KiCo94,
AUTHOR = {M.D. Kidwell and D.J. Cook},
BOOKTITLE = {Proc. of the IEEE 13th International Phoenix Conference on Computers and Communications},
PAGES = {61-67},
TITLE = {Genetic Algorithm for Dynamic Task Scheduling},
YEAR = {1994}
}
@INPROCEEDINGS{Kris89,
AUTHOR = {K. Krishnakumar},
BOOKTITLE = {Intelligent Control and Adaptive Systems, Proc. of the SPIE},
PAGES = {289-296},
TITLE = {Micro-Genetic Algorithms for Stationary and Non-Stationary Function Optimization},
VOLUME = {1196},
PDF = {http://www-advancedgec.ge.uiuc.edu/papers/Micro-GA%20for%20Stationary%20and%20Non.pdf},
YEAR = {1989}
}
@INPROCEEDINGS{LGP97,
AUTHOR = {S.-C. Lin and E. D. Goodman and W. F. Punch},
EDITOR = {T. B{\"a}ck},
PUBLISHER = {Morgan Kaufmann},
BOOKTITLE = {Seventh International Conference on Genetic Algorithms},
PAGES = {481-488},
TITLE = {A Genetic Algorithm Approach to Dynamic Job Shop Scheduling Problems},
YEAR = {1997}
}
@INPROCEEDINGS{LHR98,
AUTHOR = {J. Lewis and E. Hart and G. Ritchie},
EDITOR = {A. E. Eiben and T. B{\"a}ck and M. Schoenauer and H.-P. Schwefel},
NUMBER = {1498},
PUBLISHER = {Springer},
SERIES = {LNCS},
BOOKTITLE = {Parallel Problem Solving from Nature},
PAGES = {139-148},
TITLE = {A Comparison of Dominance Mechanisms and Simple Mutation on Non-stationary Problems},
YEAR = {1998}
}
@PHDTHESIS{Lin97,
AUTHOR = {S.-C. Lin},
MONTH = MAY,
SCHOOL = {Michigan State University},
TITLE = {A genetic algorithm-based scheduling system for dynamic job shop scheduling problems},
YEAR = {1997}
}
@INPROCEEDINGS{LoXu96,
AUTHOR = {S. J. Louis and Z. Xu},
BOOKTITLE = {ISCA Eleventh International Conference on Computers and their Applications},
EDITOR = {M. E. Cohen and D. L. Hudson},
PAGES = {99-102},
TITLE = {Genetic Algorithms for Open Shop Scheduling and Re-Scheduling},
YEAR = {1996}
}
@INPROCEEDINGS{MIKN97,
AUTHOR = {N. Mori and S. Imanishi and H. Kita and Y. Nishikawa},
EDITOR = {T. B{\"a}ck},
PUBLISHER = {Morgan Kaufmann},
BOOKTITLE = {International Conference on Genetic Algorithms},
PAGES = {299-306},
TITLE = {Adaptation to changing environments by Means of the Memory Based Thermodynamical Genetic Algorithm},
YEAR = 1997
}
@INPROCEEDINGS{MKN96,
AUTHOR = {N. Mori and H. Kita and Y. Nishikawa},
EDITOR = {H.-M. Voigt},
PUBLISHER = {Springer Verlag Berlin},
SERIES = {LNCS},
BOOKTITLE = {Parallel Problem Solving from Nature},
NUMBER = {1141},
PAGES = {513-522},
TITLE = {Adaptation to a Changing Environment by Means of the Thermodynamical Genetic Algorithm},
YEAR = 1996
}
@INPROCEEDINGS{MKN98,
AUTHOR = {N. Mori and H. Kita and Y. Nishikawa},
BOOKTITLE = {Parallel Problem Solving from Nature},
EDITOR = {A. E. Eiben and T. B{\"a}ck and M. Schoenauer and H.-P. Schwefel},
NUMBER = {1498},
PUBLISHER = {Springer},
SERIES = {LNCS},
PAGES = {149-158},
TITLE = {Adaptation to a Changing Environment by Means of the Feedback Thermodynamical Genetic Algorithm},
PDF = {http://link.springer.de/link/service/series/0558/papers/1498/14980149.pdf},
YEAR = {1998}
}
@INPROCEEDINGS{MTS96,
AUTHOR = {M. Munetomo and Y. Takai and Y. Sato},
EDITOR = {H.-M. Voigt},
PUBLISHER = {Springer Verlag Berlin},
SERIES = {LNCS},
BOOKTITLE = {Parallel Problem Solving from Nature},
NUMBER = {1141},
YEAR = 1996,
PAGES = {920-929},
TITLE = {Genetic-Based Dynamic Load Balancing: Implementation and Evaluation}
}
@ARTICLE{MTS96b,
AUTHOR = {M. Munetomo and Y. Takai and Y. Sato},
JOURNAL = {IEEE Transactions on Systems, Man and Cybernetics},
TITLE = {On tracking-ability of a stochastic genetic algorithm to changing environments},
YEAR = {1996}
}
@INPROCEEDINGS{MaBi98,
AUTHOR = {D. C. Mattfeld and C. Bierwirth},
BOOKTITLE = {Adaptive Computing in Design and Manufacture},
EDITOR = {I. C. Parmee},
PAGES = {59-67},
PUBLISHER = {Springer},
TITLE = {Minimizing Job Tardiness: Priority Rules vs. Adaptive Scheduling},
PDF = {http://www.logistik.uni-bremen.de/download/pubs/art_9.pdf},
YEAR = {1998}
}
@INPROCEEDINGS{NW95,
AUTHOR = {K. P. Ng and K. C. Wong},
BOOKTITLE = {Sixth International Conference on Genetic Algorithms},
PAGES = {159-166},
PUBLISHER = {Morgan Kaufmann},
TITLE = {A New Diploid Scheme and Dominance Change Mechanism for Non-Stationary Function Optimization},
YEAR = {1995}
}
@INPROCEEDINGS{Neu96,
AUTHOR = {A. Neubauer},
EDITOR = {H.-M. Voigt},
PUBLISHER = {Springer Verlag Berlin},
SERIES = {LNCS},
BOOKTITLE = {Parallel Problem Solving from Nature},
NUMBER = {1141},
YEAR = 1996,
PAGES = {624-633},
TITLE = {A Comparative Study of Evolutionary Algorithms for On-Line Parameter Tracking}
}
@TECHREPORT{NoPa95,
AUTHOR = {S. Nolfi and D. Parisi},
INSTITUTION = {Institute of Psychology C.N.R. - Rome},
TITLE = {Learning to adapt to changing environments in evolving neural networks},
PDF = {http://gral.ip.rm.cnr.it/nolfi/papers/nolfi.changing.pdf},
YEAR = {1995}
}
@INPROCEEDINGS{OhUe94,
AUTHOR = {K. Ohkura and K. Ueda},
BOOKTITLE = {Proc. Intelligent engineering systems through artificial neural networks},
EDITOR = {Dagli and Cihan},
PAGES = {291-296},
TITLE = {Adaptation in dynamic environment using genetic algorithms with redundant representation and additional genetic operators},
YEAR = {1994}
}
@INPROCEEDINGS{OpWi99,
AUTHOR = {F. Oppacher and M. Wineberg},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
EDITOR = {W. Banzhalf et al.},
PAGES = {504-510},
PUBLISHER = {Morgan Kaufmann},
TITLE = {The Shifting Balance Genetic Algorithm: Improving the GA in a Dynamic Environment},
VOLUME = {1},
YEAR = {1999}
}
@INPROCEEDINGS{PiWa94,
AUTHOR = {C. A. G. Pico and R. L. Wainwright},
BOOKTITLE = {IEEE Conference on Evolutionary Computation},
PAGES = {829-833},
TITLE = {Dymanic Scheduling of Computer Tasks Using Genetic Algorithms},
VOLUME = {2},
YEAR = {1994}
}
@INPROCEEDINGS{ReKa93,
AUTHOR = {C. Reeves and H. Karatza},
BOOKTITLE = {Artificial Neural Nets and Genetic Algorithms},
EDITOR = {R. F. Albrecht and C. R. Reeves and N. C. Steele},
PAGES = {491-495},
PUBLISHER = {Springer},
TITLE = {Dynamic Sequencing of a Multi-Processor System: a Genetic Algorithm Approach},
YEAR = {1993}
}
@INPROCEEDINGS{SaEg97,
AUTHOR = {R. Salomon and P. Eggenberger},
BOOKTITLE = {3rd European Conference on Artificial Evolution},
EDITOR = {J.-K. Hao and E. Lutton and E. Ronald and M. Schoenauer and D. Snyers},
NUMBER = {1363},
PAGES = {251-262},
PUBLISHER = {Springer},
SERIES = {LNCS},
TITLE = {Adaptation on the Evolutionary Time Scale: A Working Hypothesis and Basic Experiments},
PDF = {http://citeseer.nj.nec.com/cache/papers/cs/370/ftp:zSzzSzftp.ifi.unizh.chzSzpubzSzinstitutezSzailabzSzpaperszSzsalomonzSzea97.pdf/salomon98adaptation.pdf},
YEAR = {1997}
}
@INPROCEEDINGS{SaTo97,
AUTHOR = {T. Sasaki and M. Tokoro},
BOOKTITLE = {European Conference on Artificial Life},
EDITOR = {P. Husbands and I. Harvey},
PUBLISHER = {MIT Press},
TITLE = {Adaptation toward Changing Environments: Why Darwinian in Nature?},
PS = {http://www.mt.cs.keio.ac.jp/person/sasaki/publishments/ECAL97.ps.gz},
YEAR = {1997}
}
@INPROCEEDINGS{Smi87,
AUTHOR = {R. E. Smith},
ADDRESS = {New York},
BOOKTITLE = {Annual Southeast Regional Conference of the ACM},
PAGES = {175-179},
TITLE = {Diploid Genetic Algorithms for Search in Time Varying Environments},
YEAR = {1987}
}
@INPROCEEDINGS{StDa98,
AUTHOR = {S. A. Stanhope and J. M. Daida},
BOOKTITLE = {Evolutionary Programming {VII}},
NUMBER = {1447},
PAGES = {693-702},
PUBLISHER = {Springer},
SERIES = {LNCS},
TITLE = {Optimal Mutation and Crossover Rates for a Genetic Algorithm Operating in a Dynamic Environment},
YEAR = {1998}
}
@INPROCEEDINGS{SuPi96,
AUTHOR = {J. C. W. Sullivan and A. G. Pipe},
EDITOR = {H.-M. Voigt},
PUBLISHER = {Springer Verlag Berlin},
SERIES = {LNCS},
BOOKTITLE = {Parallel Problem Solving from Nature},
NUMBER = {1141},
YEAR = 1996,
TITLE = {An Evolution Strategy for On-line Optimisation of Dynamic Objective Functions}
}
@INPROCEEDINGS{BrMa00,
AUTHOR = {J. Branke and D. Mattfeld},
TITLE = {Anticipation in Dynamic Optimization: The Scheduling Case},
BOOKTITLE = {Parallel Problem Solving from Nature (PPSN {VI})},
YEAR = 2000,
EDITOR = {M. Schoenauer and K. Deb and G. Rudolph and X. Yao
and E. Lutton and J. J. Merelo and H.-P. Schwefel},
VOLUME = 1917,
SERIES = {LNCS},
PUBLISHER = {Springer},
PAGES = {253-262}
}
@INPROCEEDINGS{TMX97,
AUTHOR = {K. Trojanowski and Z. Michalewicz and Jing Xiao},
BOOKTITLE = {IEEE Intl. Conference on Evolutionary Computation},
PAGES = {483-487},
TITLE = {Adding Memory to the Evolutionary Planner/Navigator},
PS = {http://www.ipipan.waw.pl/~trojanow/ps/ec97.ps.Z},
YEAR = {1997}
}
@INPROCEEDINGS{TaTa95,
AUTHOR = {T. Tagami and J. Tanomaru},
BOOKTITLE = {Golden West International Conference on Intelligent Systems},
EDITOR = {S. Louis},
PAGES = {51-54},
PUBLISHER = {Raleigh},
TITLE = {Enhanced performance of genetic algorithms in non-stationary environment},
YEAR = {1995}
}
@INPROCEEDINGS{VFC95,
AUTHOR = {F. Vavak and T. C. Fogarty and P. Cheng},
BOOKTITLE = {AISB Workshop on Evolutionary Computing},
EDITOR = {T. Fogarty},
NUMBER = {993},
PAGES = {224-233},
PUBLISHER = {Springer},
SERIES = {LNCS},
TITLE = {Load Balancing Application of the Genetic Algorithm in a Nonstationary Environment},
YEAR = {1995}
}
@INPROCEEDINGS{VFJ96a,
AUTHOR = {F. Vavak and T. C. Fogarty and K. Jukes},
EDITOR = {H.-M. Voigt},
PUBLISHER = {Springer Verlag Berlin},
SERIES = {LNCS},
BOOKTITLE = {Parallel Problem Solving from Nature},
NUMBER = {1141},
YEAR = 1996,
TITLE = {A Genetic Algorithm with Variable Range of Local Search for Tracking Changing Environments}
}
@INPROCEEDINGS{VJF97a,
AUTHOR = {F. Vavak and K. Jukes and T. C. Fogarty},
EDITOR = {T. B{\"a}ck},
PUBLISHER = {Morgan Kaufmann},
BOOKTITLE = {International Conference on Genetic Algorithms},
PAGES = {719-726},
TITLE = {Adaptive Combustion Balancing in Multiple Burner Boiler Using a Genetic Algorithm with Variable Range of Local Search},
PS = {http://ingenet.ulpgc.es/functional/databases/ceani/authors/inringtfogarty/tcs/1/FV1997a.ps},
YEAR = {1997}
}
@INPROCEEDINGS{VJF97b,
AUTHOR = {F. Vavak and K. Jukes and T. C. Fogarty},
BOOKTITLE = {IEEE Intl. Conf. on Evolutionary Computation ICEC'97},
PAGES = {355-360},
PUBLISHER = {IEEE Publishing},
TITLE = {Learning the Local Search Range for Genetic Optimisation in Nonstationary Environments},
YEAR = {1997}
}
@INPROCEEDINGS{VJF97c,
AUTHOR = {F. Vavak and K. Jukes and T. C. Fogarty},
BOOKTITLE = {International Mendel Conference on Genetic Algorithms},
PAGES = {164-169},
PUBLISHER = {PC-DIR Publishing},
TITLE = {Adaptive Balancing of a Bank of Sugar-Beet Presses Using a Genetic Algorithm with Variable Local Search Range},
YEAR = {1997}
}
@INPROCEEDINGS{VJF98,
AUTHOR = {F. Vavak and K. A. Jukes and T. C. Fogarty},
BOOKTITLE = {International Conference on Genetic Programming},
EDITOR = {Koza et al.},
PUBLISHER = {Morgan Kaufmann},
TITLE = {Performance of a Genetic Algorithm with Variable Local Search Range Relative to Frequency for the Environmental Changes},
YEAR = {1998}
}
@INPROCEEDINGS{VaFo96,
AUTHOR = {F. Vavak and T. C. Fogarty},
BOOKTITLE = {AISB workshop on Evolutionary Computing},
EDITOR = {T. C. Fogarty},
NUMBER = {1143},
PAGES = {297-304},
PUBLISHER = {Springer},
SERIES = {LNCS},
TITLE = {A Comparative Study of Steady State and Generational Genetic Algorithms for Use in Nonstationary Environments},
YEAR = {1996}
}
@INPROCEEDINGS{HR99,
AUTHOR = {Emma Hart and Peter Ross},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {1559-1566},
PUBLISHER = {Morgan Kaufmann},
TITLE = {An immune system approach to scheduling in changing
environments},
YEAR = {1999}
}
@INCOLLECTION{HR99b,
AUTHOR = {E. Hart and P. Ross},
TITLE = {The Evolution and Analysis of a Potential
Antibody Library for Use in Job-Shop Scheduling},
BOOKTITLE = {New Ideas in Optimization},
PUBLISHER = {McGraw Hill},
CHAPTER = 12,
PAGES = {185-202},
YEAR = 1999,
EDITOR = {D. Corne et al.}
}
@INPROCEEDINGS{WiOp00,
AUTHOR = {M. Wineberg and F. Oppacher},
TITLE = {Enhancing the {GA}'s Ability to Cope with
Dynamic Environments},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
YEAR = 2000,
PUBLISHER = {Morgan Kaufmann},
EDITOR = {Whitley et al.},
PDF = {http://snowhite.cis.uoguelph.ca/~wineberg/publications/gecco2000.pdf},
PAGES = {3-10}
}
@INPROCEEDINGS{SaKi00b,
AUTHOR = {Y. Sano and H. Kita and I. Kamihira and M.
Yamaguchi},
TITLE = {Online Optimization of an Engine Controller by
means of a Genetic Algorithm using History of Search},
BOOKTITLE = {Simulated Evolution and Learning},
YEAR = {2000},
PAGES = {2929-2934},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{TrMi99,
AUTHOR = {K. Trojanowski and Z. Michalewicz},
TITLE = {Searching for Optima in Non-stationary
Environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1843-1850},
PUBLISHER = {IEEE},
VOLUME = {3},
YEAR = 1999
}
@INPROCEEDINGS{BKSS00,
AUTHOR = {J. Branke and T. Kau{\ss }ler and C. Schmidt and H. Schmeck},
BOOKTITLE = {Adaptive Computing in Design and
Manufacturing 2000},
TITLE = {A multi-population approach to Dynamic
Optimization Problems},
PUBLISHER = {Springer},
PS = {ftp://ftp.aifb.uni-karlsruhe.de/pub/jbr/ACDM-multipop.ps.gz},
YEAR = {2000}
}
@INCOLLECTION{BrSc00,
AUTHOR = {J. Branke and H. Schmeck},
BOOKTITLE = {Theory and Application of Evolutionary Computation: Recent Trend
s},
EDITOR = {S. Tsutsui and A. Ghosh},
PUBLISHER = {Springer},
YEAR = {2002},
PAGES = {239-262},
TITLE = {Designing Evolutionary Algorithms for Dynamic Optimization Problems}
}
@INPROCEEDINGS{SaTo98,
AUTHOR = {T. Sasaki and M. Tokoro},
BOOKTITLE = {Simulated Evolution and Learning},
EDITOR = {X. Yao et al.},
NUMBER = {1585},
PAGES = {34-41},
PUBLISHER = {Springer},
SERIES = {LNCS},
TITLE = {Adaptation under Changing Environments with Various Rates of Inheritance of Acquired Characters},
PS = {http://www.mt.cs.keio.ac.jp/person/sasaki/publishments/SEAL98.ps.gz},
YEAR = {1998}
}
@INPROCEEDINGS{MD00,
AUTHOR = {R. W. Morrison and K. A. De Jong},
TITLE = {Triggered Hypermutation Revisited},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1025-1032},
PS = {http://www.revolutionaryengineering.com/morrisoncec00.zip},
YEAR = 2000
}
@INPROCEEDINGS{WW00,
AUTHOR = {K. Weicker and N. Weicker},
TITLE = {Dynamic rotation and partial visibility},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1125-1131},
YEAR = 2000
}
@BOOK{Wil99,
AUTHOR = {C. O. Wilke},
TITLE = {Evolutionary Dynamic in Time-Dependent
Environments},
PUBLISHER = {Shaker Verlag},
PS = {http://dllab.caltech.edu/~wilke/ps/PhD.ps.gz},
YEAR = {1999}
}
@INPROCEEDINGS{RWM99,
AUTHOR = {C. Ronnewinkel and C.O. Wilke and T. Martinetz},
TITLE = {Genetic Algorithms in Time-Dependent Environments},
BOOKTITLE = {Theoretical Aspects of Evolutionary Computing},
PUBLISHER = {Springer},
HTTP = {http://arxiv.org/abs/physics/9911006},
YEAR = 2000
}
@TECHREPORT{Wil98,
AUTHOR = {C. O. Wilke},
TITLE = {Evolution in time-dependent fitness landscapes},
INSTITUTION = {Institut f\"ur Neuroinformatik,
Ruhr-Universit\"at Bochum},
NUMBER = {IR-INI 98-09},
HTTP = {http://arxiv.org/abs/physics/9811021},
YEAR = {1998}
}
@INPROCEEDINGS{RoMa01,
AUTHOR = {C. Ronnewinkel and T. Martinez},
TITLE = {Explicit Speciation with few a priori Parameters for Dynamic Optimization Problems},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {31-34},
YEAR = 2001
}
@INPROCEEDINGS{HHLV01,
AUTHOR = {J. van Hemert and C. Van Hoyweghen and E. Lukshandl and K. Verbeeck},
TITLE = {A futurist approach to dynamic environments},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {35-38},
YEAR = 2001
}
@INPROCEEDINGS{MKM01,
AUTHOR = {N. Mori and T. Kuda and K. Matsumoto},
TITLE = {On Genetic and Environment Identifying Approaches to Adaptation to Changing Environments},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {39-42},
YEAR = 2001
}
@INPROCEEDINGS{Yam01,
AUTHOR = {K. Yamasaki},
TITLE = {Dynamic Pareto Optimum {GA} against the Changing Environments},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {47-50},
PS = {http://jeo.org/emo/yamasaki01.ps.gz},
YEAR = 2001
}
@INPROCEEDINGS{BeDu01,
AUTHOR = {A. Berro and Y. Duthen},
TITLE = {Search for Optimum in Dynamic Environment an Efficient Agent-based Method},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {51-54},
YEAR = 2001
}
@INPROCEEDINGS{Bra01,
AUTHOR = {J. Branke},
TITLE = {Evolutionary Approaches to Dynamic Environments - updated survey},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {27-30},
PDF = {http://www.aifb.uni-karlsruhe.de/TILDEjbr/EvoDOP/Papers/gecco-dyn2001.pdf},
YEAR = 2001
}
@BOOK{Bra01b,
AUTHOR = {J. Branke},
TITLE = {Evolutionary Optimization in Dynamic Environments},
PUBLISHER = {Kluwer},
HTTP = {http://www.aifb.uni-karlsruhe.de/TILDEjbr/book.html},
YEAR = 2001
}
@INPROCEEDINGS{Bra99b,
AUTHOR = {J. Branke},
TITLE = {Evolutionary Approaches to Dynamic Environments - a survey},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PS = {ftp://ftp.aifb.uni-karlsruhe.de/pub/jbr/gecco-survey.ps},
PAGES = {134-137},
YEAR = 1999
}
@INPROCEEDINGS{MaBi99,
AUTHOR = {D. C. Mattfeld and C. Bierwirth},
TITLE = {Adaptation and dynamic optimization problems: a view from general system theory},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {138-141},
YEAR = 1999
}
@INPROCEEDINGS{Bae99,
AUTHOR = {T. B{\"a}ck},
TITLE = {Self-adaptive genetic algorithms for dynamic environments with slow dynamics},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {142-145},
YEAR = 1999
}
@INPROCEEDINGS{Ka99,
AUTHOR = {C. L. Karr},
TITLE = {An architecture for adaptive process control systems},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {146-148},
YEAR = 1999
}
@INPROCEEDINGS{SOS99,
AUTHOR = {R. Santana and A. Ochoa and M. R. Soto},
TITLE = {Evolutionary algorithms for dynamic optimization problems: An approach using evolutionary theory and the incident edge model},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {149-152},
YEAR = 1999
}
@INPROCEEDINGS{DeJ99,
AUTHOR = {K. De Jong},
TITLE = {Evolving in a Changing World},
BOOKTITLE = {Foundations of Intelligent Systems},
PAGES = {512-519},
YEAR = 1999,
EDITOR = {Z.W. Ras and A. Skowron},
VOLUME = 1609,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{GaWa02,
AUTHOR = {S. M. Garrett and J. H. Walker},
TITLE = {Genetic Algorithms: Combinging Evolutionary and 'Non'-Evolutionary Methods in Tracking Dynamic global optima},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {359-374},
YEAR = 2002,
EDITOR = {W. B. Langdon et al.},
PUBLISHER = {Morgan Kaufmann}
}
@INPROCEEDINGS{Dro02,
AUTHOR = {S. Droste},
TITLE = {Analysis of the (1+1) EA for a dynamically changing OneMax-variant},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {55-60},
YEAR = 2002,
PUBLISHER = {IEEE Press}
}
@INPROCEEDINGS{Vol02,
AUTHOR = {L. G. Volkert},
TITLE = {Levels of adaptation: insights into survival in dynamic environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {139-144},
YEAR = 2002,
PUBLISHER = {IEEE Press}
}
@INPROCEEDINGS{OKP97,
AUTHOR = {P. Osmera and V. Kvasnicka and J. Pospichal},
TITLE = {Genetic Algorithms with Diploid
Chromosomes},
BOOKTITLE = {Proceedings of Mendel'97},
PAGES = {111-116},
YEAR = 1997,
PUBLISHER = {PC-DIR Brno}
}
@INPROCEEDINGS{AB02a,
AUTHOR = {Arnold, D.~V. and Beyer, H.-G.},
TITLE = {{Random Dynamics Optimum Tracking with
Evolution Strategies}},
BOOKTITLE = {Parallel Problem Solving from Nature},
PAGES = {3--12},
EDITOR = {Merelo, J.J. and Adamidis, P. and Beyer, H.-G.
and Fern\'{a}ndez-Villaca\~{n}as, J.L. and
Schwefel, H.-P.},
PUBLISHER = {Springer},
ADDRESS = {Heidelberg},
NOTE = {http://sfbci.cs.uni-dortmund.de/home/English/Publications/Reference/Downloads/AB02d.psENDE},
YEAR = {2002}
}
@INPROCEEDINGS{BlBe02,
AUTHOR = {T. M. Blackwell and P. J. Bentley},
TITLE = {Dynamic Search with Charged Swarms},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {19-26},
YEAR = 2002,
EDITOR = {W. B. Langdon et al.},
PUBLISHER = {Morgan Kaufmann}
}
@INPROCEEDINGS{Wei02,
AUTHOR = {K. Weicker},
TITLE = {Performance Measures for Dynamic Environments},
BOOKTITLE = {Parallel Problem Solving from Nature},
PAGES = {64-73},
YEAR = 2002,
EDITOR = {Merelo, J.J. and Adamidis, P. and Beyer, H.-G.
and Fern\'{a}ndez-Villaca\~{n}as, J.L. and
Schwefel, H.-P.},
VOLUME = 2439,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{RaGr93,
AUTHOR = {C. L. Ramsey and J. J. Grefenstette},
TITLE = {Case-based initialization of genetic algorithms},
BOOKTITLE = {International Conference on Genetic Algorithms},
PAGES = {84-91},
YEAR = 1993,
EDITOR = {S. Forrest},
PUBLISHER = {Morgan Kaufmann},
PS = {ftp://ftp.aic.nrl.navy.mil/pub/papers/1993/AIC-93-005.ps.Z}
}
@ARTICLE{SaTo99,
AUTHOR = {T. Sasaki and M. Tokoro},
TITLE = {Evolving Learnable Neural Networks under Changing Environments with Various Rates of Inheritance of Acquired Characters: Comparison between Darwinian and Lamarckian Evolution},
JOURNAL = {Artificial Life},
YEAR = 1999,
VOLUME = 5,
NUMBER = 3,
PAGES = {203-223}
}
@ARTICLE{TrMi00,
AUTHOR = {K. Trojanowski and Z. Michalewicz},
TITLE = {Evolutionary Optimization in Non-Stationary Environments},
JOURNAL = {Journal of Computer Science and Technology},
YEAR = 2000,
VOLUME = 1,
NUMBER = 2,
PAGES = {93-124},
PDF = {http://journal.info.unlp.edu.ar/journal/journal2/papers/Mica.zip}
}
@INPROCEEDINGS{UyHa02,
AUTHOR = {A. Sima Uyar and A. Emre Harmanci},
TITLE = {Performance Comparisons of Genotype to Phenotype
Mapping Schemes for Diploid Representations in Changing
Environments},
BOOKTITLE = {International Conference on
Recent Advances in Soft Computing},
YEAR = {2002},
EDITOR = {Ahmad Lotfi and Jon Garibaldi and Robert John},
PAGES = {128--134},
ADDRESS = {Nottingham, United Kingdom},
PUBLISHER = {The Nottingham Trent University}
}
@INPROCEEDINGS{BeKr02,
AUTHOR = {C. N. Bendtsen and T. Krink},
TITLE = {Dynamic Memory Model for Non-Stationary Optimization},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {145-150},
YEAR = 2002,
PUBLISHER = {IEEE},
PDF = {http://www.evalife.dk/publications/CNB_CEC2002_Dynamic_memory.pdf}
}
@INPROCEEDINGS{YKS02,
AUTHOR = {K. Yamasaki and K. Kitakaze and M. Sekiguchi},
TITLE = {Dynamic Optimization by Evolutionary Algorithms applied to financial time series},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2017-2022},
PUBLISHER = {IEEE},
YEAR = 2002
}
@INPROCEEDINGS{Bra03w,
AUTHOR = {J. Branke},
TITLE = {Evolutionary Approaches to Dynamic Optimization Problems -- Introduction and Recent Trends},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {2-4},
YEAR = 2003,
EDITOR = {J. Branke},
HTTP = {http://www.ubka.uni-karlsruhe.de/cgi-bin/psview?document=2003%2Fwiwi%2F1}
}
@INPROCEEDINGS{YWLS03,
AUTHOR = {H. Yu and A. S. Wu and K.-C. Lin and G. Schiavone},
TITLE = {Adaptation of Length in a Nonstationary Environment},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {1541-1553},
YEAR = 2003,
EDITOR = {E. Cantu-Paz},
VOLUME = 2724,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{Bla03,
AUTHOR = {T. Blackwell},
TITLE = {Swarms in Dynamic Environments},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {1-12},
YEAR = 2003,
EDITOR = {E. Cantu-Paz},
VOLUME = 2723,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{Dro03,
AUTHOR = {S. Droste},
TITLE = {Analysis of the (1+1) EA for a dynamically bitwise changing {O}ne{M}ax},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {909-921},
YEAR = 2003,
EDITOR = {E. Cantu-Paz},
VOLUME = 2723,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{Mor03,
AUTHOR = {R. Morrison},
TITLE = {Performance Measurement in Dynamic Environments},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {5-8},
YEAR = 2003,
EDITOR = {J. Branke}
}
@INPROCEEDINGS{Bla03b,
AUTHOR = {T. M. Blackwell},
TITLE = {Particle Swarms and Population Diversity {I}: {A}nalysis},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {9-13},
YEAR = 2003,
EDITOR = {J. Branke}
}
@INPROCEEDINGS{Bla03d,
AUTHOR = {T. M. Blackwell},
TITLE = {Particle Swarms and Population Diversity {II}: {E}xperiments},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {14-18},
YEAR = 2003,
EDITOR = {J. Branke}
}
@INPROCEEDINGS{LEH03,
AUTHOR = {A. Liekens and H. Eikelder and P. Hilbers},
TITLE = {Finite Population Models of Dynamic Optimization with Alternating Fitness Functions},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {19-23},
YEAR = 2003,
EDITOR = {J. Branke}
}
@INPROCEEDINGS{AnTu03,
AUTHOR = {M. Adrews and A. Tuson},
TITLE = {Diversity does not Necessarily Imply Adaptability},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {24-28},
YEAR = 2003,
EDITOR = {J. Branke}
}
@INPROCEEDINGS{Sch03,
AUTHOR = {L. Sch{\"o}nemann},
TITLE = {On the Influence of Population Sizes in Evolution Strategies in Dynamic Environments},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization Problems},
PAGES = {29-33},
YEAR = 2003,
EDITOR = {J. Branke},
HTTP = {http://www.ubka.uni-karlsruhe.de/cgi-bin/psview?document=2003%2Fwiwi%2F1}
}
@BOOK{Pan02,
AUTHOR = {G. Pankratz},
TITLE = {{S}peditionelle {T}ransportdisposition --- {M}odell- und {V}erfahrensentwicklung unter {B}er{\"u}cksichtigung von {D}ynamik und {F}remdvergabe},
PUBLISHER = {Deutscher Universit\"ats-Verlag},
YEAR = 2002,
ADDRESS = {Wiesbaden}
}
@INPROCEEDINGS{GiEp03,
AUTHOR = {J. Gilbert and M. Eppstein},
TITLE = {A case for codons in evolutionary algorithms},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {967-978},
YEAR = 2003,
EDITOR = {E. Cantu-Paz},
VOLUME = 2723,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@ARTICLE{UKJM02,
AUTHOR = {R. K. Ursem and T. Krink and M. T. Jensen and Z. Michalewicz},
TITLE = {Analysis and modeling of control tasks in dynamic systems},
JOURNAL = {IEEE Transactions on Evolutionary Computation},
YEAR = 2002,
VOLUME = 6,
NUMBER = 4,
PAGES = {378-389}
}
@ARTICLE{MaBi04,
AUTHOR = {D. C. Mattfeld and C. Bierwirth},
TITLE = {An efficient genetic algorithm for job shop scheduling with tardiness objectives},
JOURNAL = {European Journal of Operational Research},
YEAR = 2004,
VOLUME = 155,
NUMBER = 3,
PAGES = {616-630}
}
@ARTICLE{NoPa97,
AUTHOR = {S. Nolfi and D. Parisi},
TITLE = {Learning to adapt to changing environments in evolving neural networks},
JOURNAL = {Adaptive Behavior},
YEAR = 1997,
VOLUME = 5,
NUMBER = 1,
PAGES = {75-98}
}
@INPROCEEDINGS{BlBr04,
AUTHOR = {T. Blackwell and J. Branke},
TITLE = {Multi-swarm Optimization in dynamic Environments},
BOOKTITLE = {Applications of Evolutionary Computing},
PAGES = {489-500},
YEAR = 2004,
EDITOR = {G. R. Raidl},
VOLUME = 3005,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{JaMi04,
AUTHOR = {S. Janson and M. Middendorf},
TITLE = {A hierachical particle swarm optimizer for dynamc optimization problems},
BOOKTITLE = {Applications of evolutionary computing},
PAGES = {513-524},
YEAR = 2004,
EDITOR = {G. R. Raidl},
VOLUME = 3005,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{JiSe04,
AUTHOR = {Y. Jin and B. Sendhoff},
TITLE = {Constructing dynamic optimization test problems using the multi-objective optimization concept},
BOOKTITLE = {Applications of evolutionary computing},
PAGES = {525-536},
YEAR = 2004,
EDITOR = {G. R. Raidl},
VOLUME = 3005,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{MLP04,
AUTHOR = {D. Maravall and J. de Lope and M. A. Patricio},
TITLE = {Competitive goal coordination in automatic parking},
BOOKTITLE = {Applications of evolutionary computing},
PAGES = {537-548},
YEAR = 2004,
EDITOR = {G. R. Raidl},
VOLUME = 3005,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{VaGu04,
AUTHOR = {J. Vaccaro and C. Guest},
TITLE = {Evolutionary bayesian network dynamic planner for game RISK},
BOOKTITLE = {Applications of evolutionary computing},
PAGES = {549-560},
YEAR = 2004,
EDITOR = {G. R. Raidl},
VOLUME = 3005,
SERIES = {LNCS},
PUBLISHER = {Spinger}
}
@INPROCEEDINGS{AFPP01,
AUTHOR = {P. Amato and M. Farina and G. Palma and D. Porto},
TITLE = {An alife-inspired evolutionary algorithm for adaptive control of time-varying systems},
BOOKTITLE = {Evolutionary methods for design optimization and control with applications to industrial problems (EuroGen)},
PAGES = {222-227},
YEAR = 2001,
EDITOR = {K. C. Giannakoglou and D. T. Tsahalis and J. P\'{e}riaux and K. D. Papailiou and T. Fogarty},
PUBLISHER = {International Center for Numerical Methods in Engineering (CIMNE)}
}
@INPROCEEDINGS{SiCo03,
AUTHOR = {A. Sim\~oes and E. Costa},
TITLE = {An immune system-based genetic algorithm to deal with dynamic environments: Diversity and memory},
BOOKTITLE = {Proceedings of the Sixth international conference on neural networks and genetic algorithms (ICANNGA03)},
PAGES = {168-174},
YEAR = 2003,
EDITOR = {D. W. Pearson and N. C. Steele and R. Albrecht},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{SiCo03b,
AUTHOR = {A. Sim\~oes and E. Costa},
TITLE = {A comarative study using genetic algorithms to deal with dynamic environments},
BOOKTITLE = {Proceedings of the sixth international conference on neural networks and genetic algorithms (ICANNGA03)},
PAGES = {203-209},
YEAR = 2003,
EDITOR = {D. W. Pearson and N. C. Steele and R. Albrecht},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{SiCo02,
AUTHOR = {A. Sim\~oes and E. Costa},
TITLE = {Using {GA}s to deal with dynamic environments: a comarative study of several approaches based on promoting diversity},
BOOKTITLE = {Proceedings of the Genetic and Evolutionary Copmutation Conference, GECCO-2002},
YEAR = 2002,
EDITOR = {W. B. Jangdon},
ADDRESS = {New York, USA}
}
@INPROCEEDINGS{SiCo01,
AUTHOR = {A. Sim\~oes and E. Costa},
TITLE = {Using biological inspiration to deal with dynamic environments},
BOOKTITLE = {Proceedings of the seventh international conference on soft computiong (MENDEL01)},
YEAR = 2001,
ADDRESS = {Brno, Czech Republic}
}
@INPROCEEDINGS{HuEb02,
AUTHOR = {X. Hu and R.C. Eberhart},
TITLE = {Adaptive particle swarm optimisation: detection and response to dynamic systems},
BOOKTITLE = {Proc Congress on Evolutionarx Computation},
PAGES = {1666-1670},
YEAR = 2002
}
@INPROCEEDINGS{CaDo00,
AUTHOR = {A. Carlisle and G. Dozier},
TITLE = {Adapting particle swarm optimisationto dynamic environments},
BOOKTITLE = {Proc of int conference on artificial intelligence},
PAGES = {429-434},
YEAR = 2000
}
@BOOK{Wei03,
AUTHOR = {K. Weicker},
TITLE = {Evolutionary algorithms and dynamic optimization problems},
PUBLISHER = {Der Andere Verlag},
YEAR = 2003
}
@INPROCEEDINGS{FDA03,
AUTHOR = {M. Farina and K. Deb and P. Amato},
TITLE = {Dynamic multiobjektive optimization problems: Test cases, approximation, and applications},
BOOKTITLE = {Evolutionary multiobjektive optimization},
PAGES = {311-326},
YEAR = 2003,
EDITOR = {C.M. {Fonseca et al.}},
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{AmFa03,
AUTHOR = {P. Amato and M. Farina},
TITLE = {An {AL}ife-Inspired evolutionary algorithm for dynamic multiobjective optimization problems},
BOOKTITLE = {World Conference on Soft Computing},
YEAR = 2003
}
@INPROCEEDINGS{Yan04,
AUTHOR = {S. Yang},
TITLE = {Constructing dynamic test environments for genetic algorithms based on problem difficulty},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1262-1269},
YEAR = 2004,
VOLUME = 2,
PDF = {http://www.cs.le.ac.uk/~syang/Papers/CEC04.pdf}
}
@INPROCEEDINGS{Sch04,
AUTHOR = {L. Sch\"onemann},
TITLE = {The impact of population sizes and diversity on the adaptability of evolution strategies in dynamic environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1270-1277},
YEAR = 2004,
VOLUME = 2
}
@INPROCEEDINGS{TiCa04,
AUTHOR = {R. Tinos and A.C.P.L.F. de Carvalho},
TITLE = {A genetic algorithm with gene dependent mutation probability for non-stationary optimization problems},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGE = {1278-1285},
YEAR = 2004,
VOLUME = 2
}
@INPROCEEDINGS{KZML04,
AUTHOR = {L. Kang and A. Zhou and B. McKay and Y. Li},
TITLE = {Benchmarking algorithms for dynamic travelling Salesman problems},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1286-1292},
YEAR = 2004,
VOLUME = 2
}
@INPROCEEDINGS{ErOl04,
AUTHOR = {R. Eriksson and B. Olsson},
TITLE = {On the performance of evolutionary algorithms with life-time adaption in dynamic fitness landscapes},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1293-1300},
YEAR = 2004,
VOLUME = 2
}
@INPROCEEDINGS{BCS04,
AUTHOR = {D. Bonino and F. Corno and G. Squillero},
TITLE = {Dynamic optimization of semantic annotation relevance},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1301-1308},
YEAR = 2004,
VOLUME = 2
}
@INPROCEEDINGS{EtUy04,
AUTHOR = {A.S. Etaner-Uyar and H.T. Uyar},
TITLE = {An event-driven test framework for evolutionary algorithms in dynamic environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2265-2272},
YEAR = 2004,
VOLUME = 2
}
@INPROCEEDINGS{HMV04,
AUTHOR = {T. Hussain and D. Montana and G. Vidaver},
TITLE = {Evolution-based deliberative planning for cooperating unmanned ground vehicles in a dynamic environment},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {1017-1029},
YEAR = 2004,
SERIES = {LNCS},
PUBLISHER = {Springer},
PDF = {http://vishnu.bbn.com/papers/planning.pdf}
}
@INPROCEEDINGS{NaWaIz99,
AUTHOR = {T. Nanayakkara and K. Watanabe and K. Izumi},
TITLE = {Evolving in Dynamic Environments Through Adaptive Chaotic Mutation},
BOOKTITLE = {Third International Symposium on Artificial Life and Robotics},
PAGES = {520-523},
YEAR = 1999,
VOLUME = 2,
PS = {http://www.bme.jhu.edu/~thrish/publications/Arob981.ps}
}
@INPROCEEDINGS{Ri04,
AUTHOR = {H. Richter},
TITLE = {Behavior of evolutionary algorithms in chaotically changing fitness landscapes},
BOOKTITLE = {Parallel Problem Solving from Nature},
PAGES = {111-120},
YEAR = 2004,
EDITOR = {X. Yao and others},
VOLUME = 3242,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{HePo04,
AUTHOR = {J. I. {van Hemert} and J. A. {La Poutre}},
TITLE = {Dynamic Routing Problems with Fruitful Regions: Models and Evolutionary Computation},
BOOKTITLE = {Parallel Problem Solving from Nature},
PAGES = {692-701},
YEAR = 2004,
EDITOR = {X. {Yao et al.}},
VOLUME = 3242,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{Row99,
AUTHOR = {J. E. Rowe},
TITLE = {Finding attractors for periodic fitness functions},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {557-563},
YEAR = 1999,
EDITOR = {W. Banzhaf and others},
PUBLISHER = {Morgan Kaufmann}
}
@INCOLLECTION{Row01,
AUTHOR = {J. E. Rowe},
TITLE = {Cyclic attractors and quasispecies adaptability},
BOOKTITLE = {Theoretical Aspects of Evolutionary Computing},
PAGES = {251-259},
PUBLISHER = {Springer},
YEAR = 2001,
EDITOR = {L. Kallel and B. Naudts and A. Rogers}
}
@ARTICLE{LiWi04,
AUTHOR = {Y. Li and C. O. Wilke},
TITLE = {Digital evolution in time-dependent fitness landscapes},
JOURNAL = {Artificial Live},
YEAR = 2004,
VOLUME = 10,
PAGES = {123-134}
}
@INPROCEEDINGS{pali04,
AUTHOR = {D. Parrott and X. Li},
TITLE = {A Particle Swarm Model for tracking Multiple Peaks in a
Dynamic Environment using Speciation},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {98-103},
YEAR = 2004,
PUBLISHER = {IEEE}
}
@INPROCEEDINGS{ECC04,
AUTHOR = {S. C. Esquivel and C. A. Coello Coello},
TITLE = {Particle Swarm Optimization in Non-stationary Environments},
BOOKTITLE = {Advances in Artificial Intelligence},
PAGES = {757 - 766},
YEAR = 2004,
VOLUME = 3315,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@ARTICLE{ArEs04,
AUTHOR = {V. S. Aragon and S. C. Esquivel},
TITLE = {An evolutionary algorithm to track changes of optimum value locations in dynamic environments},
JOURNAL = {Journal of Computer Science and Technology},
YEAR = 2004,
VOLUME = 4,
NUMBER = 3,
PAGES = {127-134},
PDF = {http://journal.info.unlp.edu.ar/journal/journal12/papers/JCST-Oct04-1.pdf}
}
@INPROCEEDINGS{Wei04,
AUTHOR = {K. Weicker},
TITLE = {An empirical investigation of optimum tracking with evolution strategies},
BOOKTITLE = {World Conference on Soft Computing},
YEAR = 2004
}
@INPROCEEDINGS{KUE05,
AUTHOR = {A. Karaman and S. Uyar and G. Eryigit},
TITLE = {The memory indexing evolutionary algorithm for dynamic environments},
BOOKTITLE = {Applications of Evolutionary Computing},
PAGES = {563-573},
YEAR = 2005,
EDITOR = {F. Rothlauf and others},
VOLUME = 3449,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{PaVr05,
AUTHOR = {K. Parsopoulos and M. Vranhatis},
TITLE = {Unified particle swarm optimization in dynamic environments},
BOOKTITLE = {Applications of Evolutionary Computing},
PAGES = {590-599},
YEAR = 2005,
EDITOR = {F. Rothlauf and others},
VOLUME = 3449,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{RaRi05,
AUTHOR = {W. Rand and R. Riolo},
TITLE = {Shaky ladders, hyperplane-defined functions and genetic algorithms: systematic controlled observation in dynamic environments},
BOOKTITLE = {Applications of Evolutionary Computing},
PAGES = {600-609},
YEAR = 2005,
EDITOR = {F. Rothlauf and others},
VOLUME = 3449,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{OMRJ05,
AUTHOR = {G. Ochoa and C. M\"adler-Kron and R. Rodriguez and K. Jaffe},
TITLE = {Assortative mating in genetic algorithms for Dynamic Problems},
BOOKTITLE = {Applications of Evolutionary Computing},
PAGES = {617-622},
YEAR = 2005,
EDITOR = {F. Rothlauf and others},
VOLUME = 3449,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@ARTICLE{FDA05,
AUTHOR = {M. Farina and K. Deb and P. Amato},
TITLE = {Dynamic multiobjective optimization problems: test cases, approximations, and applications},
JOURNAL = {IEE Transactions on Evolutionary Computation},
YEAR = 2004,
VOLUME = 8,
NUMBER = 5,
PAGES = {425-442}
}
@ARTICLE{Jin05a,
AUTHOR = {Jin, Y. and Branke, J.},
TITLE = {Evolutionary Optimization in Uncertain Environments---A Survey},
JOURNAL = {{IEEE} Transactions on Evolutionary Computation},
YEAR = 2005,
VOLUME = 9,
NUMBER = 3,
PAGES = {303-317}
}
@INPROCEEDINGS{YCB05,
AUTHOR = {A. Younes and P. Calamai and O. Basir},
TITLE = {Generalized Benchmark Generation for Dynamic Combinatorial Problems},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization},
YEAR = 2005,
EDITOR = {S. Yang and J. Branke and others}
}
@INPROCEEDINGS{RaRi05b,
AUTHOR = {W. Rand and R. Riolo},
TITLE = {Measurements for Understanding the Behavior of the Genetic Algorithm in Dynamic Environments: A Case Study using the Shaky Ladder Hyperplane-Defined Functions},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization},
YEAR = 2005,
EDITOR = {S. Yang and J. Branke}
}
@INPROCEEDINGS{Bos05,
AUTHOR = {Peter A. N. Bosman},
TITLE = {Learning, Anticipation and Time-Deception in Evolutionary Online Dynamic Optimization},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization},
YEAR = 2005,
EDITOR = {S. Yang and J. Branke}
}
@INPROCEEDINGS{Bou05,
AUTHOR = {Amine Boumaza},
TITLE = {Learning Environment Dynamics From Self-Adaptation},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization},
YEAR = 2005,
EDITOR = {S. Yang and J. Branke}
}
@INPROCEEDINGS{LOL05,
AUTHOR = {D. Lim and Y. Ong and B. Lee},
TITLE = {Inverse Multi-Objective Robust Evolutionary Design Optimization in the Presence of Uncertainty},
BOOKTITLE = {GECCO Workshop on Evolutionary Algorithms for Dynamic Optimization},
YEAR = 2005,
EDITOR = {S. Yang and J. Branke}
}
@PHDTHESIS{Lie05,
AUTHOR = {Anthony M. L. Liekens},
TITLE = {Evolution of Finite Populations in Dynamic Environments},
SCHOOL = {Technische Universit{\"a}t Eindhoven},
YEAR = 2005
}
@INPROCEEDINGS{Yan05,
AUTHOR = {S. Yang},
TITLE = {Memory-Based Immigrants for Genetic Algorithms in Dynamic Environments},
BOOKTITLE = { Genetic and Evolutionary Computation Conference},
PAGES = {1115-1122},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{BSU05,
AUTHOR = {J. Branke and E. Salihoglu and S. Uyar},
TITLE = {Towards an Analysis of Dynamic Environments},
BOOKTITLE = { Genetic and Evolutionary Computation Conference},
PAGES = {1433-1439},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{RaRi05c,
AUTHOR = {W. Rand and R. Riolo},
TITLE = {The Problem with a Self-Adaptive Mutation Rate in Some Environments},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {1493-1500},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{HuRO05,
AUTHOR = {C. Huang and L. M. Rocha},
TITLE = {Tracking Extrema in Dynamic Environments using a Coevolutionary Agent-based Model of Genotype Edition},
BOOKTITLE = { Genetic and Evolutionary Computation Conference},
PAGES = {545-552},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{TuAg05,
AUTHOR = {K. Tumer and A. Agogino},
TITLE = {Coordinating Multi-Rover Systems: Evaluation Functions for Dynamic and Noisy Environments},
BOOKTITLE = { Genetic and Evolutionary Computation Conference},
PAGES = {591-598},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{Yan05b,
AUTHOR = {S. Yang},
TITLE = {Population-Based Incremental Learning with Memory Scheme for Changing Environments},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {711-718},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{JaSc05,
AUTHOR = {T. Jansen and U. Schellbach},
TITLE = {Theoretical Analysis of a Mutation-Based Evolutionary Algorithm for a Tracking Problem in Lattice},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {841-848},
YEAR = 2005,
EDITOR = {Hans-Georg Beyer and others},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{RFR05,
AUTHOR = {V. Ramos and C. Fernandes and A.C. Rosa},
TITLE = {On Ants, Bacteria and Dynamic Environments},
BOOKTITLE = {Natural Computing and Application Workshop},
YEAR = 2005
}
@INPROCEEDINGS{FRR05,
AUTHOR = {C. Fernandes and V. Ramos and A.C. Rosa},
TITLE = {Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes},
BOOKTITLE = {International Conference on Artificial Neural Networks: Biological Inspirations},
PAGES = {311-316},
YEAR = 2005,
VOLUME = 3696,
SERIES = {LNCS},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{SGC02,
AUTHOR = {A. Singh and D.E. Goldberg and Y.P. Chen},
TITLE = {Modified linkage learning genetic algorithm for difficult non-stationary problems},
BOOKTITLE = {Genetic and Evolutionary Computation Conference},
PAGES = {699},
YEAR = {2002},
PUBLISHER = {ACM}
}
@INPROCEEDINGS{rochaA:2005:icannga,
AUTHOR = {M. Rocha and J. Neves and A. Veloso},
TITLE = {Evolutionary Algorithms for Static and Dynamic Optimization
of Fed-batch Fermentation Processes},
PAGES = {288--291},
BOOKTITLE = {Adaptive and Natural Computing Algorithms},
YEAR = {2005},
EDITOR = {B. Ribeiro and others},
PUBLISHER = {Springer}
}
@ARTICLE{Pan05,
AUTHOR = {G. Pankratz},
TITLE = {Dynamic vehicle routing by means of a genetic algorithm},
JOURNAL = {International Journal of Physical Distribution and Logistics Management},
YEAR = 2005,
VOLUME = 35,
NUMBER = 5,
PAGES = {362-383}
}
@INPROCEEDINGS{ZHKG05,
AUTHOR = {S. Y. Zeng and J. He and L.S. Kang and H. de Garis},
TITLE = {A novel evolutionary algorithm based on an orthogonal design for dynamic optimization problems},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {1188 - 1195},
YEAR = 2005,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{1068057,
AUTHOR = {F. O. de Franca and F. J. Von Zuben and L.
N. de Castro},
TITLE = {An artificial immune network for multimodal function optimization on dynamic environments},
BOOKTITLE = {Genetic and Evolutionary
Computation Conference},
YEAR = {2005},
PAGES = {289--296},
HTTP = {http://doi.acm.org/10.1145/1068009.1068057},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{eggermont01raising,
AUTHOR = {J. Eggermont and T. Lenaerts and S. Poyhonen and A. Termier},
TITLE = {Raising the Dead; Extending Evolutionary Algorithms with a Case-based Memory},
BOOKTITLE = {Genetic Programming, Proceedings of {EuroGP'2001}},
VOLUME = {2038},
PUBLISHER = {Springer},
EDITOR = {J. F. Miller and others},
ISBN = {3-540-41899-7},
PAGES = {280--290},
YEAR = {2001},
URL = {citeseer.ist.psu.edu/eggermont01raising.html}
}
@INPROCEEDINGS{Ryan,
AUTHOR = {C. Ryan},
TITLE = {The Degree of Oneness},
BOOKTITLE = {First Online Workshop on Soft Computing},
URL = {http://www.pa.info.mie-u.ac.jp/bioele/wsc1/papers/p007.html},
PAGES = {43-49},
YEAR = 1996
}
@INPROCEEDINGS{Ryan2,
AUTHOR = {C. Ryan},
TITLE = {Diploidy without dominance},
BOOKTITLE = {Third Nordic Workshop on Genetic Algorithms},
PAGES = {45-52},
YEAR = 1997,
EDITOR = {J. T. Alander}
}
@INPROCEEDINGS{BAB05,
AUTHOR = {L.T. Bui and H.A. Abbass and J. Branke},
TITLE = {Multiobjective optimization for dynamic environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33081/01554987.pdf?tp=&arnumber=1554987&isnumber=33081},
PAGES = {2349 - 2356},
YEAR = 2005,
VOLUME = 3,
MONTH = {September},
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{Ric05,
AUTHOR = {H. Richter},
TITLE = {A study of dynamic severity in chaotic fitness landscapes},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33081/01555049.pdf?tp=&arnumber=1555049&isnumber=33081},
PAGES = {2824-2831},
YEAR = 2005,
VOLUME = 3,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{Yan05c,
AUTHOR = {S. Yang},
TITLE = {Memory-enhanced univariate marginal distribution algorithms for dynamic optimization problems},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33081/01555015.pdf?tp=&arnumber=1555015&isnumber=33081},
PAGES = {2560-2567},
YEAR = 2005,
VOLUME = 3,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{WDN05,
AUTHOR = {H. C. Wan and K. Dautenhahn and C.L. Nehaniv},
TITLE = {Autobiographic Agents in Dynamic Virtual Environments - Performance Comparison for Different Memory Control Architectures},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33079/01554734.pdf?tp=&arnumber=1554734&isnumber=33079},
PAGES = {573-580},
YEAR = 2005,
VOLUME = 1,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{Bui05,
AUTHOR = {L.T. Bui and H.A. Abbass and J. Branke},
TITLE = {Multiobjective optimization for dynamic environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33081/01554987.pdf?tp=&arnumber=1554987&isnumber=33081},
PAGES = {2349-2356},
YEAR = 2005,
VOLUME = 3,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{MiLu05,
AUTHOR = {F.L. Minku and T.B. Ludermir},
TITLE = {Evolutionary strategies and genetic algorithms for dynamic parameter optimization of evolving fuzzy neural networks},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33081/01554934.pdf?tp=&arnumber=1554934&isnumber=33081},
PAGES = {1951-1958},
YEAR = 2005,
VOLUME = 3,
PUBLISHER = {IEEE Press}
}
@INPROCEEDINGS{TiYa05,
AUTHOR = {R. Tinos and S. Yang},
TITLE = {Genetic algorithms with self-organized criticality for dynamic optimization problems},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33081/01555048.pdf?tp=&arnumber=1555048&isnumber=33081},
BOOKTITLE = {Congress on Evolutionary Computation},
PAGES = {2816-2823},
YEAR = 2005,
VOLUME = 3,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{SMCM05,
AUTHOR = {M. Schmidt and M. Michalewicz and C. Chiriac and Z. Michalewicz},
TITLE = {Optimization in a Dynamic Environment: A Case Study},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33079/01554762.pdf?tp=&arnumber=1554762&isnumber=33079},
PAGES = {781-788},
YEAR = 2005,
VOLUME = 1,
PUBLISHER = {IEEE press}
}
@INPROCEEDINGS{DAL05,
AUTHOR = {H. H. Dam and H.A. Abbass and C. Lokan},
TITLE = {The Performance of the DXCS System on Continuous-Valued Inputs in Stationary and Dynamic Environments},
BOOKTITLE = {Congress on Evolutionary Computation},
PDF = {http://ieeexplore.ieee.org/iel5/10417/33079/01554740.pdf?tp=&arnumber=1554740&isnumber=33079},
PAGES = {618-625},
YEAR = 2005,
VOLUME = 1,
PUBLISHER = {IEEE press}
}
@ARTICLE{WEI05,
AUTHOR = {K. Weicker},
TITLE = {Analysis of local operators applied to discrete tracking problems},
JOURNAL = {Soft Computing - A Fusion of Foundations,Methodologies and Applications},
YEAR = 2005,
VOLUME = 9,
NUMBER = 11,
PAGES = {778-792},
PUBLISHER = {Springer}
}
@ARTICLE{Bla05,
AUTHOR = {T. M. Blackwell},
TITLE = {Particle swarms and population diversity},
JOURNAL = {Soft Computing - A Fusion of Foundations, Methodologies and Applications},
YEAR = 2005,
VOLUME = 9,
NUMBER = 11,
PAGES = {793-802},
PUBLISHER = {Springer}
}
@ARTICLE{UyHa05,
AUTHOR = {A. Sima. Uyar and A. Emre Harmanci},
TITLE = {A new population based adaptive domination change mechanism for diploid genetic algorithms in dynamic environments},
JOURNAL = {Soft Computing - A Fusion of Foundations, Methodologies and Applications},
YEAR = 2005,
VOLUME = 9,
NUMBER = 11,
PAGES = {803-814},
PUBLISHER = {Springer}
}
@ARTICLE{YaYa05,
AUTHOR = {S. Yang and Xin Yao},
TITLE = {Experimental study on population-based incremental learning algorithms for dynamic optimization problems},
JOURNAL = {Soft Computing - A Fusion of Foundations, Methodologies and Applications},
YEAR = 2005,
VOLUME = 9,
NUMBER = 11,
PAGES = {815-834},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{BOU06,
AUTHOR = {J. Branke and M. Orbayi and S. Uyar},
TITLE = {The Role of Representations in Dynamic Knapsack Problems},
BOOKTITLE = {Applications of Evolutionary Computing},
SERIES = {LNCS},
EDITOR = {F. Rothlauf and others},
YEAR = 2006,
VOLUME = 3907,
PAGES = {764-775},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{RaRi06,
AUTHOR = {W. Rand and Rick Riolo},
TITLE = {The Effect of Building Block Construction on the Behavior of the GA in Dynamic Environments: A Case Study Using the Shaky Ladder Hyperplane-Defined Functions},
BOOKTITLE = {Applications of Evolutionary Computing},
SERIES = {LNCS},
EDITOR = {F. Rothlauf and others},
YEAR = 2006,
VOLUME = 3907,
PAGES = {776-787},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{Yang06,
AUTHOR = {S. Yang},
TITLE = {Associative Memory Scheme for Genetic Algorithms in Dynamic Environments},
BOOKTITLE = {Applications of Evolutionary Computing},
SERIES = {LNCS},
EDITOR = {F. Rothlauf and others},
YEAR = 2006,
VOLUME = 3907,
PAGES = {788-799},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{KSO06,
AUTHOR = {M. Kobliha and J. Schwarz and J. Ocena},
TITLE = {Bayesian Optimization Algorithms for Dynamic Problems},
BOOKTITLE = {Applications of Evolutionary Computing},
SERIES = {LNCS},
EDITOR = {F. Rothlauf and others},
YEAR = 2006,
VOLUME = 3907,
PAGES = {800-804},
PUBLISHER = {Springer}
}
@INPROCEEDINGS{WMKR05,
AUTHOR = {N. Wagner and Z. Michalewicz and M. Khouja and R. R. McGregor},
TITLE = {Forecasting with a Dynamic Window of Time: {T}he {DyFor} Genetic Program
Model},
BOOKTITLE = {Intelligent Media Technology for Communicative Intelligence},
PAGES = {205-214},
YEAR = 2005,
EDITOR = {L. Bolc and Z. Michalewicz and T. Nishida},
VOLUME = 3490,
SERIES = {LNCS},
PUBLISHER = {Springer},
ABSTRACT = {Several studies have applied genetic programming (GP) to the task of forecasting with favourable results. However, these studies, like those applying other techniques, have assumed a static environment, making them unsuitable for many real-world time series which are generated by varying processes. This study investigates the development of a new dynamic GP model that is specifically tailored for forecasting in non-static environments. This Dynamic Forecasting Genetic Program (DyFor GP) model incorporates methods to adapt to changing environments automatically as well as retain knowledge learned from previously encountered environments. The DyFor GP model is realised and tested for forecasting efficacy on real-world economic time series, namely the U.S. Gross Domestic Product and Consumer Price Index Inflation. Results show that the DyFor GP model outperforms benchmark models from leading studies for both experiments. These findings affirm the DyFor GPs potential as an adaptive, non-linear model for real-world forecasting applications and suggest further investigations. }
}
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