Q10.4: Introductory Journal Articles?

Bäck, T. & Schwefel, H.-P. (1993) "An Overview of Evolutionary Algorithms for Parameter Optimization", Evolutionary Computation, 1(1), 1-23.

Bäck, T., Rudolph, G. & Schwefel, H.-P. (1993) "Evolutionary Programming and Evolution Strategies: Similarities and Differences", [EP93], 11-22.

Bäck, T., Hammel, U. and Schwefel, H.-P. (1997) "Evolutionary computation: Comments on the history and current state," IEEE Trans. Evolutionary Computation, Vol. 1:1, pp. 3-17

Beasley, D., Bull, D.R., & Martin, R.R. (1993) "An Overview of Genetic Algortihms: Part 1, Fundamentals", University Computing, 15(2) 58-69. Available by ftp from ENCORE (See Q15.3) in file: GA/papers/over93.ps.gz or from ftp://ralph.cs.cf.ac.uk/pub/papers/GAs/ga_overview1.ps

Beasley, D., Bull, D.R., & Martin, R.R. (1993) "An Overview of Genetic Algortihms: Part 2, Research Topics", University Computing, 15(4) 170-181. Available by ftp from ENCORE (See Q15.3) in file: GA/papers/over93-2.ps.gz or from ftp://ralph.cs.cf.ac.uk/pub/papers/GAs/ga_overview2.ps

Brooks, R.A. (1991) "Intelligence without Reason", MIT AI Memo No. 1293. Appeared in "Computer's and Thought", IJCAI-91.

Dawkins, R. (1987) "The Evolution of Evolvability", [ALIFEI], 201-220.

Fogel, D.B. (1994) "An introduction to simulated evolutionary optimization," IEEE Trans. Neural Networks, Vol. 5:1, pp. 3-14.

Goldberg, D.E. (1986) "The Genetic Algorithm: Who, How, and What Next?". In Kumpati S. Narenda, ed., Adaptive and Learning Systems, Plenum, New York, NY.

Goldberg, D. (1994), "Genetic and Evolutionary Algorithms Come of Age", Communications of the ACM, 37(3), 113--119.

Hillis, W.D. (1987) "The Connection Machine", Scientific American, 255(6).

Hillis, W.D. (1992) "Massively Parallel Computing" Daedalus, winter, 121(1), 1-29. [HILLIS92]:

Holland, J.H. (1989) "Using Classifier Systems to Study Adaptive Nonlinear Networks". In: Lectures in the Science of Complexity, SFI Studies in the Science of Complexity, D. Stein, (ed), Addison Wesley.

Holland, J.H. (1992) "Genetic Algorithms", Scientific American, 267(1), 66-72.

Holland, J.H. (1992) "Complex Adaptive Systems" Daedalus, winter, 121(1), 17-30.

Mitchell, M. & Forrest S. (1993) "Genetic Algorithms and Artificial Life", Artificial Life, 1(1). Also avail. as SFI Working Paper 31-11-072.

Sims, K. (1991) "Artificial Evolution for Computer Graphics", Computer Graphics, 25(4), 319-328

Sipper, M (1996) "A Brief Introduction to Genetic Algorithms", unpublished guide, available from http://lslwww.epfl.ch/~moshes/ga.html

Spears, W.M., DeJong, K.A., Bäck, T., Fogel, D. & de Garis, H. (1993) "An Overview of Evolutionary Computation", [ECML93], 442-459.

Peter Wayner (1991), "Genetic Algorithms: Programming takes a valuable tip from nature", BYTE, January, 361--368.


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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.