General GA/GP Reading List

• General Online Texts:
  • Luke S., Essentials of Metaheuristics, 2011.
  • Poli R., Langdon W. B., McPhee N. F., A field guide to Genetic Programming, 2008.
• General:
  • Banzhaf W. et al, Genetic Programming: An Introduction. Morgan Kaufmann, ISBN 1-55860-510-X, 1998. (QA 76.623 G46 1998)
  • Eiben A.E., Smith J.E, An Introduction to Evolutionary Computing, Springer-Verlag, 2003, ISBN 3-540-40184-9.
  • Goldberg D.E., Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Weasley, ISBN 0-201-15767-5, 1989. (QA 402.5 G635 1989 2000)
  • Goldberg D.E., The Design of Innovation: Lessons from and for Competent Genetic Algorithms. Kluwer Academic, ISBN 1-4020-7098-5, 2002. (QA 402.5 G633)
  • Holland J.H., Adaptation in Natural and Artificial Systems. MIT Press, ISBN 0-262-58111-6, 1992. (QH 546 H64)
  • Koza J.R., Genetic Programming: On Programming Computers by Means of Natural Selection. MIT Press, 1992. (QA 76.6 K695 1992)
  • Koza J.R., Genetic Programming II: Automatic Discovery of Reusable Programs. MIT Press, 1994. (QA 76.6 K693 1994)
  • Koza J.R., Genetic Programming III: Darwain Invention and Problem Solving. Morgan Kaufmann, 1999. (QA 76.623 K69 1999)
  • Koza J.R., Bennett F.H., Andre D., Keane M.A., Genetic Programming III: Darwin Invention and Problem Solving. Morgan Kaufmann, ISBN 1-55860-543-6, 1999.
  • Mitchell M., An Introduction to Genetic Algorithms, MIT Press, ISBN 0-262-63185-7, 1996. (QH 441.2 M55)
• Theory:
  • Kallel L., Naudts B., Rogers A., Theoretical Aspects of Evolutionary Computing. Springer-Verlag, ISBN 3-540-67396-2, 2001.
  • Langdon W.B., Poli R., Foundations of Genetic Programming. Springer-Verlag, ISBN 3-540-42451-2, 2002.
  • Reeves C.R., Rowe J.E., Genetic Algorithms - Principles and Perspectives: A Guide to GA Theory, Kluwer Academic, ISBN 1-4020-7240-6, 2003.
  • Spears W.M., Evolutionary Algorithms: The role of Mutation and Recombination. Springer-Verlag, ISBN 3-540-66950-7, 2000.
  • Vose M.D., The Simple Genetic Algorithm. MIT Press, 1999.
• Application:
  • Corne D.W., Oates M.J., Smith G.D., Telecommunications Optimization: Heuristic and Adaptive Techniques. John Wiley & Sons, ISBN 0-471-98855-3, 2000.
  • Dasgupta D., Michalewicz Z., Evolutionary Algorithms in Engineering Applications. Springer-Verlag, ISBN 3-540-62021-4, 1997.
  • Fogel G.B., Corne D.W., Evolutionary Computation in Bioinformatics. Morgan Kaufmann, ISBN 1-55860-797-8, 2003.
• Conference or Series:
  • Advances in Genetic Programming. Volumes 1 to 3. MIT Press.
  • EuroGP - European Conference on Genetic Programming. Lecture Notes in Computer Science, Springer-Verlag.
  • Foundations of Genetic Algorithms, Vols 1 onwards, Morgan Kaufmann. (QA 402.5 F682)
  • GECCO - Proceedings of the Genetic and Evolutionary Computation Conference. Morgan Kaufmann (until 2002), Springer Verlag (2003, 2004), ACM (2005 onwards).
  • GPTP - Genetic Programming Theory and Practice. Springer Verlag
  • IEEE Congress on Evolutionary Computation, IEEE Press. (though IEEExplore)
• Journals:
  • Evolutionary Computation, MIT Press (electronically through MIT press Online + Dal library portal)
  • Genetic Programming and Evolvable Machines, Springer. (electronically through Spinger Online + Dal library portal)
  • IEEE Transactions on Evolutionary Computation, IEEE Press. (electronically though IEEExplore + Dal library portal)