Research Catalog

Title

Evolutionary computation : the fossil record / edited by David B. Fogel.

Publication

New York : IEEE Press, [1998], ©1998.

Items in the Library & Off-site

Holdings

Details

Additional Authors

Fogel, David B

Description

xiii, 641 pages : illustrations; 29 cm

Subject

Evolutionary programming (Computer science)

Note

• "A selected reprint volume."
• "IEEE order number: PC5737"--T.p. verso.

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Ch. 1. An Introduction to Evolutionary Computation. An Introduction to Simulated Evolutionary Optimization / D. B. Fogel. Evolutionary Computation: Comments on the History and Current State / T. Back, U. Hammel and H.-P. Schwefel -- Ch. 2. Evolving Control Circuits for Autonomous Robots. Selective Feedback Computers for Engineering Synthesis and Nervous System Analogy / G. J. Friedman -- Ch. 3. Simulating the Evolution of Genetic Systems. Simulation of Genetic Systems by Automatic Digital Computers. I. Introduction / A. S. Fraser. Computers in the Study of Evolution / J. L. Crosby. The Evolution of Purposive Behavior / A. S. Fraser -- Ch. 4. Evolving Online Productivity. Evolutionary Operation: A Method for Increasing Industrial Productivity / G. E. P. Box -- Ch. 5. Evolving Computer Programs. A Learning Machine: Part I / R. M. Friedberg. A Learning Machine: Part II / R. M. Friedberg, B. Dunham and J. H. North -- Ch. 6. Artificial Life and Evolving Strategies.
• Numerical Testing of Evolution Theories. Part I: Theoretical Introduction and Basic Tests / N. A. Barricelli. Numerical Testing of Evolution Theories. Part II: Preliminary Tests of Performance, Symbiogenesis and Terrestrial Life / N. A. Barricelli -- Ch. 7. Artificial Intelligence through Simulated Evolution. Artificial Intelligence through a Simulation of Evolution / L. J. Fogel, A. J. Owens and M. J. Walsh. Natural Automata and Prosthetic Devices / L. J. Fogel and W. S. McCulloch -- Ch. 8. Evolutionary Experimentation. Cybernetic Solution Path of an Experimental Problem / I. Rechenberg -- Ch. 9. Evolution and Optimization. Global Properties of Evolution Processes / H. J. Bremermann, M. Rogson and S. Salaff -- Ch. 10. Evolutionary Algorithms for System Identification. An Experimental Investigation of Process Identification by Competitive Evolution / H. Kaufman -- Ch. 11. Co-Evolution, Self-Adaptation, and Crossover.
• Simulation of Biological Evolution and Machine Learning: I. Selection of Self-Reproducing Numeric Patterns by Data Processing Machines, Effects of Hereditary Control, Mutation Type and Crossing / J. Reed, R. Toombs and N. A. Barricelli -- Ch. 12. Evolving Populations. Mathematical Optimization: Are There Abstract Limits on Natural Selection? / W. Bossert -- Ch. 13. Artificial Ecosystems. Evolution Experiments with an Artificial Ecosystem / M. Conrad and H. H. Pattee -- Ch. 14. Soft Selection. An Evolutionary Strategy / M. Pincus. Handicapped Individual in Evolutionary Processes / R. Galar -- Ch. 15. Schema Processing and the K-Armed Bandit. Genetic Algorithms and the Optimal Allocation of Trials / J. H. Holland -- Ch. 16. Classifier Systems. Cognitive Systems Based on Adaptive Algorithms / J. H. Holland and J. S. Reitman -- Ch. 17. Evolving Neural Networks. Computational Modeling of Evolutionary Learning Processes in the Brain / R. R. Kampfner and M. Conrad --
• Ch. 18. Evolutionary Computation and the Traveling Salesman Problem. Alleles, Loci, and the Traveling Salesman Problem / D. E. Goldberg and R. Lingle. Genetic Algorithms for the Traveling Salesman Problem / J. Grefenstette, R. Gopal and B. Rosmaita [et al.] -- Ch. 19. The Iterated Prisoner's Dilemma. The Evolution of Strategies in the Iterated Prisoner's Dilemma / R. Axelrod -- Ch. 20. Implicit Parallelism and Representations. A New Interpretation of Schema Notation that Overturns the Binary Encoding Constraint / J. Antonisse -- Ch. 21. Fuzzy Evolution. Ocean Feature Recognition Using Genetic Algorithms with Fuzzy Fitness Functions (GA/F[superscript 3) / C. A. Ankenbrandt, B. P. Buckles and F. E. Petry [et al.] -- Ch. 22. Evolving Programs Using Symbolic Expressions. Hierarchical Genetic Algorithms Operating on Populations of Computer Programs / J. R. Koza -- Ch. 23. Tierra and Emergent Properties. An Approach to the Synthesis of Life / T. S. Ray.

ISBN

0780334817 (cloth)

LCCN

98002728

OCLC

• 38270557
• ocm38270557

Owning Institutions

Columbia University Libraries