CEng 713 Evolutionary Computation

Resources

• Home page of the book A.E. Eiben, J.E. Smith, Introduction to Evolutionary Computing (Contains some lecture notes)
• Illinois Genetic Algorithms Laboratory (technical reports, thesis, source codes, etc.)
• IEEE Transactions on Evolutionary Computation, IEEE journal
• Evolutionary Computation , MIT press journal.
• ACM Special Interest Group for Genetic and Evolutionary Computation
• GECCO, 2006 (Genetic and Evolutionary Computation Conference)
• 2006, IEEE Congress on Evolutionary Computation

Papers

• Evolution strategies: A comprehensive introduction

Lecture Notes

• Principles of Genetics, A Brief Introduction (OpenOffice,PDF)
• Introduction to Evolutionary Computation(OpenOffice,PDF)
• Genetic Algorithms(OpenOffice,PDF)
• Evolution Strategies ( OpenOffice, PDF)
• Genetic Programming(OpenOffice 2,PDF)
• Evolutionary Computation Theory(OpenOffice 2,PDF)
• Parallel Evolutionary Algorithms(OpenOffice 2,PDF)
• Constraint Handling Techniques (GECCO 2007, Coello) PDF (local only)
• Coevolution (GECCO 2007; De Jong, Stanley, Wiegand) PDF (local only)
• Ant Colony Optimization (PDF)
• Particle Swarm Optimization (GECCO 2007, Xiadong Li, Andries P. Engelbrecht) (PDF)
• Grammar Evolution (GECCO 2007, Ryann) PDF (local only)
• Multi objective Optimization (GECCO 2007, Zitzler, Deb) PDF(local only)
• Probabilistic Model Building EA's (GECCO 2007, Pelikan) PDF (local only)
• A group of slides are from: http://www.cs.vu.nl/~gusz/ecbook/ecbook-course.html

Notes marked as "local only" can only be downloaded from the campus network