Books

Short works

Books : reviews

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 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 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 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

Grzegorz Rozenberg, Thomas Back, Joost N. Kok.
Handbook of Natural Computing, vol 1.
Springer. 2012

Grzegorz Rozenberg, Thomas Back, Joost N. Kok.
Handbook of Natural Computing, vol 2.
Springer. 2012

Grzegorz Rozenberg, Thomas Back, Joost N. Kok.
Handbook of Natural Computing, vol 3.
Springer. 2012

Grzegorz Rozenberg, Thomas Back, Joost N. Kok.
Handbook of Natural Computing, vol 4.
Springer. 2012