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Books

Short works

Books : reviews

Zbigniew Michalewicz.
Genetic Algorithms + Data Structures = Evolution Programs: 3rd revised extended edn.
Springer. 1996

Zbigniew Michalewicz, David B. Fogel.
How to Solve It: Modern Heuristics.
Springer. 2000

(read but not reviewed)

Thomas Back, David B. Fogel, Zbigniew Michalewicz, eds.
Evolutionary Computation 1: basic algorithms and operators.
Institute of Physics. 2000

Contents

• David B. Fogel. Introduction to evolutionary computation. 2000
• David Beasley. Possible applications of evolutionary computation. 2000
• Hans-Paul Schwefel. Advantages (and disadvantages) of evolutionary computation over other approaches. 2000
• David B. Fogel. Principles of evolutionary processes. 2000
• Raymond C. Paton. Principles of genetics. 2000
• Kenneth De Jong, David B. Fogel, Hans-Paul Schwefel. A History of evolutionary computation. 2000
• Thomas Back. Introduction to evolutionary algorithms. 2000
• Larry J. Eshelman. Genetic algorithms. 2000
• Gunter Rudolph. Evolution strategies. 2000
• V. William Porto. Evolutionary programming. 2000
• Kenneth E. Kinnear Jr. Derivative methods in genetic programming. 2000
• Robert E. Smith. Learning classifier systems. 2000
• Zbigniew Michalewicz. Hybrid methods. 2000
• Kalyanmoy Deb. Introduction to representations. 2000
• Thomas Back. Binary strings. 2000
• David B. Fogel. Real-valued vectors. 2000
• Darrell Whitley. Permutations. 2000
• David B. Fogel. Finite-state representations. 2000
• Peter J. Angeline. Parse trees. 2000
• David B. Fogel, Peter J. Angeline. Guidelines for a suitable encoding. 2000
• Peter J. Angeline, David B. Fogel. Other representations. 2000
• Kalyanmoy Deb. Introduction to selection. 2000
• John Grefenstette. Proportional selection and sampling algorithms. 2000
• Tobias Blickle. Tournament selection. 2000
• John Grefenstette. Rank-based selection. 2000
• Samir W. Mahfoud. Boltzmann selection. 2000
• David B. Fogel. Other selection methods. 2000
• Jayshree Sarma, Kenneth De Jong. Generation gap methods. 2000
• Peter J. B. Hancock. A Comparison of selection mechanisms. 2000
• Wolfgang Banzhaf. Interactive evolution. 2000
• Zbigniew Michalewicz. Introduction to search operators. 2000
• Thomas Back, David B. Fogel, Darrell Whitley, Peter J. Angeline. Mutation operators. 2000
• Lashon B. Booker, David B. Fogel, Darrell Whitley, Peter J. Angeline, Agoston (Gusz) E. Eiben. Recombination. 2000
• Russell W. Anderson, David B. Fogel, Martin Schutz. Other operators. 2000

Thomas Back, David B. Fogel, Zbigniew Michalewicz, eds.
Evolutionary Computation 2: advanced algorithms and operators.
Institute of Physics. 2000

Contents

• Hitoshi Iba. Introduction to fitness evaluation. 2000
• Kalyanmoy Deb. Encoding and decoding functions. 2000
• Peter J. Angeline. Competitive fitness evaluation. 2000
• Hitoshi Iba. Complexity-based fitness evaluation. 2000
• C. M. Fonseca, P. J. Fleming. Multiobjective optimization. 2000
• Zbigniew Michalewicz. Introduction to constraint-handling techniques. 2000
• Alice E. Smith, David W. Colt. Penalty functions. 2000
• Zbigniew Michalewicz. Decoders. 2000
• Zbigniew Michalewicz. Repair algorithms. 2000
• Zbigniew Michalewicz. Constraint-preserving operators. 2000
• Zbigniew Michalewicz. Other constraint-handling methods. 2000
• Agoston (Gusz) E. Eiben, Zs Ruttkay. Constraint-satisfaction problems. 2000
• Samir W. Mahfoud. Niching methods. 2000
• Kalyanmoy Deb, William M. Spears. Speciation methods. 2000
• W. N. Martin, Jens Lienig, James P. Cohoon. Island (migration) models: evolutionary algorithms based on punctuated equilibria. 2000
• Chrisila C. Pettey. Diffusion (cellular) models. 2000
• Robert E. Smith. Population sizing. 2000
• Thomas Back. Mutation parameters. 2000
• William M. Spears. Recombination parameters. 2000
• Agoston (Gusz) E. Eiben, Robert Hinterding, Zbigniew Michalewicz. Parameter control. 2000
• Thomas Back. Self-adaptation. 2000
• Bernd Freisleben. Meta-evolutionary approaches. 2000
• Jan Paredis. Coevolutionary algorithms. 2000
• John Grefenstette. Efficient implementation of algorithms. 2000
• Gunter Rudolph, Jorg Ziegenhirt. Computation time of evolutionary operators. 2000
• Tetsuya Higuchi, Bernard Manderick. Hardware realizations of evolutionary algorithms. 2000