Optimal Mutation and Crossover Rates for a Genetic Algorithm Operating in a Dynamic Environment
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[1] Jason M. Daida,et al. An Individually Variable Mutation-Rate Strategy for Genetic Algorithms , 1997, Evolutionary Programming.
[2] Dipankar Dasgupta,et al. Nonstationary Function Optimization using the Structured Genetic Algorithm , 1992, PPSN.
[3] Annie S. Wu,et al. Empirical Observations on the Roles of Crossover and Mutation , 1997, ICGA.
[4] Helen G. Cobb,et al. An Investigation into the Use of Hypermutation as an Adaptive Operator in Genetic Algorithms Having Continuous, Time-Dependent Nonstationary Environments , 1990 .
[5] Thomas Bäck,et al. The Interaction of Mutation Rate, Selection, and Self-Adaptation Within a Genetic Algorithm , 1992, PPSN.
[6] Reinhard Männer,et al. Towards an Optimal Mutation Probability for Genetic Algorithms , 1990, PPSN.
[7] John J. Grefenstette,et al. Genetic Algorithms for Changing Environments , 1992, PPSN.
[8] Rajarshi Das,et al. A Study of Control Parameters Affecting Online Performance of Genetic Algorithms for Function Optimization , 1989, ICGA.
[9] Ingo Wegener,et al. A Rigorous Complexity Analysis of the (1 + 1) Evolutionary Algorithm for Separable Functions with Boolean Inputs , 1998, Evolutionary Computation.
[10] James Kennedy,et al. Proceedings of the 1998 IEEE International Conference on Evolutionary Computation [Book Review] , 1999, IEEE Transactions on Evolutionary Computation.
[11] Jeffrey Horn,et al. Handbook of evolutionary computation , 1997 .
[12] Robert G. Reynolds,et al. Evolutionary Programming VI , 1997, Lecture Notes in Computer Science.
[13] John J. Grefenstette,et al. Optimization of Control Parameters for Genetic Algorithms , 1986, IEEE Transactions on Systems, Man, and Cybernetics.
[14] S. K. Park,et al. Random number generators: good ones are hard to find , 1988, CACM.
[15] J. David Schaffer,et al. Proceedings of the third international conference on Genetic algorithms , 1989 .
[16] John R. Koza,et al. Genetic programming - on the programming of computers by means of natural selection , 1993, Complex adaptive systems.
[17] Jason M. Daida,et al. Challenges with Verification, Repeatability, and Meaningful Comparisons in Genetic Programming , 1997 .
[18] David B. Fogel,et al. A note on representations and variation operators , 1997, IEEE Trans. Evol. Comput..
[19] Michael D. Vose,et al. Modeling Simple Genetic Algorithms , 1995, Evolutionary Computation.
[20] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[21] Kathleen M. Swigger,et al. An Analysis of Genetic-Based Pattern Tracking and Cognitive-Based Component Tracking Models of Adaptation , 1983, AAAI.
[22] Colin R. Reeves,et al. Using Genetic Algorithms with Small Populations , 1993, ICGA.
[23] David E. Goldberg,et al. Sizing Populations for Serial and Parallel Genetic Algorithms , 1989, ICGA.
[24] Thomas Bck,et al. Self-adaptation in genetic algorithms , 1991 .
[25] Joe Suzuki,et al. A Markov chain analysis on simple genetic algorithms , 1995, IEEE Trans. Syst. Man Cybern..
[26] Zbigniew Michalewicz,et al. Handbook of Evolutionary Computation , 1997 .
[27] P. Stadler. Fitness Landscapes , 1993 .
[28] David E. Goldberg,et al. The Gambler's Ruin Problem, Genetic Algorithms, and the Sizing of Populations , 1999, Evolutionary Computation.
[29] Kalmanje Krishnakumar,et al. Micro-Genetic Algorithms For Stationary And Non-Stationary Function Optimization , 1990, Other Conferences.
[30] William M. Spears,et al. Crossover or Mutation? , 1992, FOGA.
[31] Tim Jones. Evolutionary Algorithms, Fitness Landscapes and Search , 1995 .
[32] M. Bitterman. THE EVOLUTION OF INTELLIGENCE. , 1965, Scientific American.
[33] D. Dasgupta. Optimisation in Time-Varying environments using Structured Genetic Algorithms , 1994 .
[34] Peter J. Angeline,et al. Tracking Extrema in Dynamic Environments , 1997, Evolutionary Programming.
[35] I. Wegener,et al. A Rigorous Complexity Analysis Of The (1 + 1)- Evolution Strategy For Separable Functions With Boole , 1998 .
[36] John J. Grefenstette,et al. Genetic Algorithms for Tracking Changing Environments , 1993, ICGA.