论文信息 - Model-based evolutionary algorithms

Model-based evolutionary algorithms

Dirk Thierens Utrecht University Department of Information and Computing Sciences Utrecht, The Netherlands Peter A.N. Bosman Centrum Wiskunde & Informatica – CWI (Centre for Mathematics and Computer Science) Amsterdam, The Netherlands Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author. Copyright is held by the owner/author(s). GECCO’16 Companion, July 20-24, 2016, Denver, CO, USA ACM 978-1-4503-4323-7/16/07. http://dx.doi.org/10.1145/2908961.2926975 Dirk Thierens & Peter A.N. Bosman. GECCO 2016 Tutorial Model-Based Evolutionary Algorithms. 01/110 Outline

Dirk Thierens | Peter A. N. Bosman

[1] Pedro Larrañaga,et al. Towards a New Evolutionary Computation - Advances in the Estimation of Distribution Algorithms , 2006, Towards a New Evolutionary Computation.

[2] J. A. Lozano,et al. Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation , 2001 .

[3] Martin Pelikan,et al. Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications (Studies in Computational Intelligence) , 2006 .