Genetic Algorithms – a Tutorial

[1]  Lawrence J. Fogel,et al.  Artificial Intelligence through Simulated Evolution , 1966 .

[2]  M. Kimura,et al.  An introduction to population genetics theory , 1971 .

[3]  K. Dejong,et al.  An analysis of the behavior of a class of genetic adaptive systems , 1975 .

[4]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[5]  H. P. Schwefel,et al.  Numerische Optimierung von Computermodellen mittels der Evo-lutionsstrategie , 1977 .

[6]  J. E. Baker Adaptive Selection Methods for Genetic Algorithms , 1985, ICGA.

[7]  Dana S. Richards,et al.  Punctuated Equilibria: A Parallel Genetic Algorithm , 1987, ICGA.

[8]  James E. Baker,et al.  Reducing Bias and Inefficienry in the Selection Algorithm , 1987, ICGA.

[9]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[10]  Larry J. Eshelman,et al.  Representation and Hidden Bias II: Eliminating Defining Length Bias in Genetic Search via Shuffle Crossover , 1989, IJCAI.

[11]  Gilbert Syswerda,et al.  Uniform Crossover in Genetic Algorithms , 1989, ICGA.

[12]  L. Darrell Whitley,et al.  The GENITOR Algorithm and Selection Pressure: Why Rank-Based Allocation of Reproductive Trials is Best , 1989, ICGA.

[13]  Larry J. Eshelman,et al.  Biases in the Crossover Landscape , 1989, ICGA.

[14]  John J. Grefenstette,et al.  How Genetic Algorithms Work: A Critical Look at Implicit Parallelism , 1989, ICGA.

[15]  Kenneth A. De Jong,et al.  An Analysis of Multi-Point Crossover , 1990, FOGA.

[16]  The new Penguin dictionary of biology , 1990 .

[17]  Lawrence. Davis,et al.  Handbook Of Genetic Algorithms , 1990 .

[18]  Martina Gorges-Schleuter,et al.  Explicit Parallelism of Genetic Algorithms through Population Structures , 1990, PPSN.

[19]  Kalyanmoy Deb,et al.  A Comparative Analysis of Selection Schemes Used in Genetic Algorithms , 1990, FOGA.

[20]  Thomas Bäck,et al.  Extended Selection Mechanisms in Genetic Algorithms , 1991, ICGA.

[21]  Kalyanmoy Deb,et al.  Genetic Algorithms, Noise, and the Sizing of Populations , 1992, Complex Syst..

[22]  Joachim Born,et al.  Hierarchically Structured Distributed Genetic Algorithms , 1992, PPSN.

[23]  Heinz Mühlenbein,et al.  Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization , 1993, Evolutionary Computation.

[24]  Peter J. Angeline,et al.  Competitive Environments Evolve Better Solutions for Complex Tasks , 1993, ICGA.

[25]  Thomas Bäck,et al.  Optimal Mutation Rates in Genetic Search , 1993, ICGA.

[26]  David B. Beasley,et al.  An overview of genetic algorithms: Part 1 , 1993 .

[27]  David Beasley,et al.  An overview of genetic algorithms: Part 1 , 1993 .

[28]  H. Muhlenbein The Breeder Genetic Algorithm-a provable optimal search algorithm and its application , 1994 .

[29]  Heinz Mühlenbein,et al.  Analysis of Selection, Mutation and Recombination in Genetic Algorithms , 1995, Evolution and Biocomputation.

[30]  Lothar Thiele,et al.  A Comparison of Selection Schemes used in Genetic Algorithms , 1995 .

[31]  Marek Obitko,et al.  Visualization Of Genetic Algorithms In A Learning Environment , 1999 .

[32]  E. Baake,et al.  Stochastic Processes in Evolutionary and Disease Genetics , 2004 .