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