Genetic algorithms

Last update: Fri Jun 30 16:18:40 EDT 2017


Luc's library has now opened its web doors to all McGill University students. The library is in fact my office (room 300N, McConnell Engineering Building), and the books are a subset of my private collection. Any McGill student may borrow any book at any time!



D.H. Ackley

A Connectionist Machine for Genetic Hillclimbing [Google]
Kluwer Academic Publishers, Boston, 1987.

J.D. Becker
I. Eisele
F.W. Mündemann

Parallelism, Learning, Evolution. WOPPLOT 89 [Google]
Springer-Verlag, Berlin, 1991.

R.K. Belew
L.B. Booker (eds)

Proceedings of the Fourth International Conferenhce on Genetic Algorithms [Google]
Morgan Kaufmann Publishers, San Mateo, CA, 1991.

J. Biethahn
V. Nissen (eds)

Evolutionary Algorithms in Management Applications [Google]
Springer-Verlag, New York, 1995.

Y. Davidor

Genetic Algorithms and Robotics [Google]
World Scientific, Singapore, 1990.

D.E. Goldberg

Genetic Algorithms in Search Optimization and Machine Learning [Google]
Addison-Wesley, Reading, MA, 1989.

J.J. Grefenstette (ed)

Proceedings of the First International Conference on Genetic Algorithms [Google]
Lawrence Erlbaum Associates, Hillsdale, NJ, 1985.

J.J. Grefenstette (ed)

Proceedings of the Second International Conference on Genetic Algorithms [Google]
Lawrence Erlbaum Associates, Hillsdale, NJ, 1987.

J. H. Holland

Adaptation in Natural and Artificial Systems [Google]
MIT Press, Cambridge, MA, 1992.

J.H. Holland

Adaptation in Natural and Artificial Systems [Google]
University of Michigan Press, Ann Arbor, 1975.

J.R. Koza

Genetic Programming [Google]
MIT Press, Cambridge, MA, 1992.

Z. Michalewicz

Genetic Algorithms + Data Structures = Evolution Programs [Google]
Springer-Verlag, Berlin, 1992.

Z. Michalewicz
D.B. Fogel

How to Solve It: Modern Heuristics [Google]
Springer-Verlag, New York, 2000.

M. Mitchell

An Introduction to Genetic Algorithms [Google]
MIT Press, Cambridge, MA, 1996.

S.K. Pal
P.P. Wang (eds)

Genetic Algorithms for Pattern Recognition [Google]
CRC Press, Boca Raton, FL, 1996.

G.J.E. Rawlins (ed)

Foundations of Genetic Algorithms [Google]
Morgan Kaufmann, San Mateo, CA, 1990.

H.-P. Schwefel
R. Männer (eds)

Parallel Problem Solving from Nature (PPSN I) [Google]
Springer-Verlag, Berlin, 1991.

H.-P. Schwefel

Evolution and Optimum Seeking [Google]
Wiley, New York, 1995.

J.D. Shaffer (ed)

Proceedings of the Third International Conference on Genetic Algorithms [Google]
Morgan Kaufmann, San Mateo, CA, 1989.

William M. Spears

Evolutionary Algorithms [Google]
Springer-Verlag, Berlin, 2000.

A.J.F. van Rooij
L.C. Jain
R.P. Johnson

Neural Network Training using Genetic Algorithms [Google]
World Scientific Publishing Co., Singapore, 1996.

M.D. Vose

The Simple Genetic Algorithm [Google]
MIT Press, Cambridge, MA, 1999.



Contact

Luc Devroye
School of Computer Science
McGill University
Montreal, Canada H3A 2K6
lucdevroye@gmail.com
http://cg.scs.carleton.ca/~luc