SS > NF reviews > Thomas Back

Books

(Evolutionary Computation 1. 2000. With David B. Fogel, Zbigniew Michalewicz)
(Evolutionary Computation 2. 2000. With David B. Fogel, Zbigniew Michalewicz)

Papers/Articles

Genetic Self-Learning. 1992. In Toward a Practice of Autonomous Systems
Self-Adaptation in Genetic Algorithms. 1992. In Toward a Practice of Autonomous Systems
Self-adaptation. 2000. In Evolutionary Computation 2
Binary strings. 2000. In Evolutionary Computation 1
Mutation operators. 2000. In Evolutionary Computation 1
Mutation parameters. 2000. In Evolutionary Computation 2
Introduction to evolutionary algorithms. 2000. In Evolutionary Computation 1
Evolutionary Computation as a Paradigm for DNA-Based Computing. 2002. In Evolution as Computation
Inverse Design of Cellular Automata by Genetic Algorithms: An Unconventional Programming Paradigm. 2005. In Unconventional Programming Paradigms, UPP 2004
Using Genetic Algorithms to Evolve Behavior in Cellular Automata. 2005. In Unconventional Computation, UC 2005

Books : reviews

Contents

• David B. Fogel.
Introduction to evolutionary computation

• David Beasley.
Possible applications of evolutionary computation

• Hans-Paul Schwefel.
Advantages (and disadvantages) of evolutionary computation over other approaches

• David B. Fogel.
Principles of evolutionary processes

• Raymond C. Paton.
Principles of genetics

• Kenneth De Jong, David B. Fogel, Hans-Paul Schwefel.
A History of evolutionary computation

• Thomas Back.
Introduction to evolutionary algorithms

• Larry J. Eshelman.
Genetic algorithms

• Gunter Rudolph.
Evolution strategies

• V. William Porto.
Evolutionary programming

• Kenneth E. Kinnear Jr.
Derivative methods in genetic programming

• Robert E. Smith.
Learning classifier systems

• Zbigniew Michalewicz.
Hybrid methods

• Kalyanmoy Deb.
Introduction to representations

• Thomas Back.
Binary strings

• David B. Fogel.
Real-valued vectors

• Darrell Whitley.
Permutations

• David B. Fogel.
Finite-state representations

• Peter J. Angeline.
Parse trees

• David B. Fogel, Peter J. Angeline.
Guidelines for a suitable encoding

• Peter J. Angeline, David B. Fogel.
Other representations

• Kalyanmoy Deb.
Introduction to selection

• John Grefenstette.
Proportional selection and sampling algorithms

• Tobias Blickle.
Tournament selection

• John Grefenstette.
Rank-based selection

• Samir W. Mahfoud.
Boltzmann selection

• David B. Fogel.
Other selection methods

• Jayshree Sarma, Kenneth De Jong.
Generation gap methods

• Peter J. B. Hancock.
A Comparison of selection mechanisms

• Wolfgang Banzhaf.
Interactive evolution

• Zbigniew Michalewicz.
Introduction to search operators

• Thomas Back, David B. Fogel, Darrell Whitley, Peter J. Angeline.
Mutation operators

• Lashon B. Booker, David B. Fogel, Darrell Whitley, Peter J. Angeline, Agoston E. Eiben.
Recombination

• Russell W. Anderson, David B. Fogel, Martin Schutz.
Other operators

Contents

• Hitoshi Iba.
Introduction to fitness evaluation

• Kalyanmoy Deb.
Encoding and decoding functions

• Peter J. Angeline.
Competitive fitness evaluation

• Hitoshi Iba.
Complexity-based fitness evaluation

• C. M. Fonseca, P. J. Fleming.
Multiobjective optimization

• Zbigniew Michalewicz.
Introduction to constraint-handling techniques

• Alice E. Smith, David W. Colt.
Penalty functions

• Zbigniew Michalewicz.
Decoders

• Zbigniew Michalewicz.
Repair algorithms

• Zbigniew Michalewicz.
Constraint-preserving operators

• Zbigniew Michalewicz.
Other constraint-handling methods

• Agoston E. Eiben, Zs Ruttkay.
Constraint-satisfaction problems

• Samir W. Mahfoud.
Niching methods

• Kalyanmoy Deb, William M. Spears.
Speciation methods

• W. N. Martin, Jens Lienig, James P. Cohoon.
Island (migration) models: evolutionary algorithms based on punctuated equilibria

• Chrisila C. Pettey.
Diffusion (cellular) models

• Robert E. Smith.
Population sizing

• Thomas Back.
Mutation parameters

• William M. Spears.
Recombination parameters

• Agoston E. Eiben, Robert Hinterding, Zbigniew Michalewicz.
Parameter control

• Thomas Back.
Self-adaptation

• Bernd Freisleben.
Meta-evolutionary approaches

• Jan Paredis.
Coevolutionary algorithms

• John Grefenstette.
Efficient implementation of algorithms

• Gunter Rudolph, Jorg Ziegenhirt.
Computation time of evolutionary operators

• Tetsuya Higuchi, Bernard Manderick.
Hardware realizations of evolutionary algorithms