Q10.3: The Classics?

Mostly older works which have helped to shape the field.

Charles Darwin (1859), "The Origin of Species", London: John Murray. (Penguin Classics, London, 1985; New American Library, Mentor Paperback)

Box, G.E.P. (1957) "Evolutionary operation: a method of increasing industrial productivity", Applied Statistics, 6, 81-101.

Fraser, A.S. (1957) "Simulation of genetic systems by automatic digital computers", Australian Journal of Biological Sciences, 10, 484-491.

Friedman, G.J. (1959) "Digital simulation of an evolutionary process", General Systems Yearbook, 4:171-184.

Bremermann, H.J. (1962) "Optimization through evolution and recombination". In M.C. Yovits, et al, (eds) Self-Organizing Systems. Washington, DC: Spartan Books.

Holland, J.H. (1962) "Outline for a logical theory of adaptive systems", JACM, 3, 297-314.

Samuel, A.L. (1963) "Some Studies in Machine Learning using the Game of Checkers", in Computers and Thought, E.A. Feigenbaum and J. Feldman (eds), New York: McGraw-Hill.

Walter, W.G. (1963) "The Living Brain", New York: W.W. Norton.

Fogel, L.J., Owens, A.J. & Walsh, M.J. (1966) "Artificial Intelligence through Simulated Evolution", New York: Wiley. [Fogel66]:

Rosen, R. (1967) "Optimality Principles in Biology", London: Butterworths.

Rechenberg, I. (1973, 1993 2nd edn) "Evolutionsstrategie: Optimierung technischer Systeme nach Prinzipien der biologischen Evolution", Stuttgart: Fromman-Holzboog. (Evolution Strategy: Optimization of technical systems by means of biological evolution)

Holland, J.H. (1975) "Adaptation in natural and artificial systems", Ann Arbor, MI: The University of Michigan Press. [HOLLAND75]: 2nd edn. (1992) [HOLLAND92]:

De Jong, K.A. (1975) "An analysis of the behavior of a class of genetic adaptive systems", Doctoral thesis, Dept. of Computer and Communication Sciences, University of Michigan, Ann Arbor.

Schwefel, H.-P. (1977) "Numerische Optimierung von Computer-Modellen mittels der Evolutionsstrategie", Basel: Birkhäuser.

Schwefel, H.-P. (1981) "Numerical Optimization of Computer Models", Chichester: Wiley. [eds note: English translation of the previous entry; a reworked edition is currently in preparation for 1994]

Axelrod, R. (1984) "The evolution of cooperation", NY: Basic Books.

Cramer, N.L. (1985) "A Representation for the Adaptive Generation of Simple Sequential Programs" [ICGA85], 183-187.

Bäck, T., Hoffmeister, F. & Schwefel, H.-P. (1991) "A Survey of Evolution Strategies" [ICGA91], 2-9.


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Hitch Hiker's Guide to Evolutionary Computation, Issue 9.1, released 12 April 2001
Copyright © 1993-2001 by J. Heitkötter and D. Beasley, all rights reserved.