Research and Learning Resources
Tutorials
- Evolutionary Multi-objective Optimization by Eckart Zitzler (2002)
- Statistical analysis for evolutionary computation: introduction by Mark Wineberg and Steffen Christensen
- Particle Swarm Optimization by Xiaodong Li
- Evolutionary Bi-level Optimization by Ankur Sinha, Pekka Malo, and Kalyanmoy Deb
- Decomposition and cooperative coevolution techniques for large scale global optimization by Xiaodong Li
- Recent Advances in Multi-modal Optimization using Niching Methods by Michael G. Epitropakis, Xiaodong Li and Andries Engelbrecht.
- Machine Learning from Wikipedia
- A Few Useful Things to Know About Machine Learning by Pedro Domingos (and his talk on "The Master Algorithm" on Youtube)
- Niches of Population-Based Optimization Algorithms in Practice by Kalyanmoy Deb.
- GIAN course "Optimization for Innovation in Research and Practice" (Youtube) by Kalyanmoy Deb.