1. Aldeida Aleti and Irene Moser . A systematic literature review of adaptive parameter control methods for evolutionary algorithms. ACM Computing Surveys (CSUR), 49(3):1--35 , 2016 . Aldeida Aleti and Irene Moser. A systematic literature review of adaptive parameter control methods for evolutionary algorithms. ACM Computing Surveys (CSUR), 49(3):1--35, 2016.
2. Natural Gradient Works Efficiently in Learning
3. Shumeet Baluja and Rich Caruana . Removing the genetics from the standard genetic algorithm. In Armand Prieditis and Stuart Russell, editors , Proc. of the 12th Annual Conf. on Machine Learning , pages 38 -- 46 . Morgan Kaufmann , 1995 . Shumeet Baluja and Rich Caruana. Removing the genetics from the standard genetic algorithm. In Armand Prieditis and Stuart Russell, editors, Proc. of the 12th Annual Conf. on Machine Learning, pages 38--46. Morgan Kaufmann, 1995.
4. Selection and Reinforcement Learning for Combinatorial Optimization
5. Pieter-Tjerk De Boer , Dirk P Kroese , Shie Mannor , and Reuven Y Rubinstein . A tutorial on the cross-entropy method. Annals of operations research, 134(1):19--67 , 2005 . Pieter-Tjerk De Boer, Dirk P Kroese, Shie Mannor, and Reuven Y Rubinstein. A tutorial on the cross-entropy method. Annals of operations research, 134(1):19--67, 2005.