Scalable Optimization via Probabilistic Modeling
This book focuses like a laser beam on one of the hottest topics in evolutionary computation over the last decade or so: estimation of distribution algorithms (EDAs). EDAs are an important current technique that is leading to breakthroughs in genetic and
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Martin Pelikan, Kumara Sastry, Erick Cantú-Paz (Eds.) Scalable Optimization via Probabilistic Modeling
Studies in Computational Intelligence, Volume 33 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail:: [email protected]
Further volumes of this series can be found on our homepage: springer.com
Vol. 25. Zolt n Ésik, Carlos Mart n-Vide, Victor Mitrana (Eds.)
Vol. 16. Yaochu Jin (Ed.)
ISBN 3-540-33460-2
Multi-Objective Machine Learning,, 2006 ISBN 3-540-30676-5 Vol. 17. Te-Ming Huang, Vojislav Kecman, Ivica Kopriva
Kernel Based Algorithms for Mining Huge Data Sets,, 2006 ISBN 3-540-31681-7 Vol. 18. Chang Wook Ahn
Recent Advances in Formal Languages and Applications,, 2006 Vol. 26. Nadia Nedjah, Luiza de Macedo Mourelle (Eds.) Swarm Intelligent Systems, 2006 ISBN 3-540-33868-3 Vol. 27. Vassilis G. Kaburlasos
Towards a Unified Modeling and KnowledgeRepresentation based on Lattice Theory, 2006
Advances in Evolutionary Algorithms,, 2006
ISBN 3-540-34169-2
ISBN 3-540-31758-9
Vol. 28. Brahim Chaib-draa, Jörg P. Müller (Eds.) Multiagent based Supply Chain Management, 2006 ISBN 3-540-33875-6
Vol. 19. Ajita Ichalkaranje, Nikhil Ichalkaranje, Lakhmi C. Jain (Eds.)
Intelligent Paradigms for Assistive and Preventive Healthcare, 2006
Vol. 29. Sai Sumathi, S.N. Sivanandam
ISBN 3-540-31762-7
Introduction to Data Mining and its Applications, 2006
Vol. 20. Wojciech Penczek, Agata Póárola
ISBN 3-540-34689-9
Advances in Verification of Time Petri Nets and Timed Automata, 2006
Vol. 30. Yukio Ohsawa, Shusaku Tsumoto (Eds.)
ISBN 3-540-32869-6 Vol. 21. C ndida Ferreira
Gene Expression on Programming: Mathematical Modeling by an Artificial Intelligence, 2006 ISBN 3-540-32796-7
Chance Discoveries in Real World Decision Making, 2006 ISBN 3-540-34352-0 Vol. 31. Ajith Abraham, Crina Grosan, Vitorino Ramos (Eds.) Stigmergic Optimization, 2006 ISBN 3-540-34689-9
Vol. 22. N. Nedjah, E. Alba, L. de Macedo Mourelle (Eds.) Parallel Evolutionary Computations, 2006 ISBN 3-540-32837-8
Vol. 32. Akira Hirose
Vol. 23. M. Last, Z. Volkovich, A. Kandel (Eds.) Algorithmic Techniques for Data Mining, 2006 ISBN 3-540-33880-2
Vol. 33. Martin Pelikan, Kumara Sastry, Erick Cantú-Paz (Eds.)
Vol. 24. Alakananda Bhattacharya, Amit Konar, Ajit K. Mandal
ISBN 3-540-34953-7
Parallel and Distributed Logic Programming, 2006 ISBN 3-540-33458-0
Complex-Valued Neural Networks, 2006 ISBN 3-540-33456-4
Scalable Optimization via Probabilistic Modeling, 2006
Martin Pelikan Kumara Sastry Erick Cantú-Paz (Eds.)
Scalable Optimization via Probabilistic Modeling From Algorithms to Applications With 98 Figures and 26 Tables
123
Dr. Martin Pelikan
Kumara Sastry
Department of Math. and Computer Science 320 CCB University of Missouri at St. Louisz One University Blvd. St. Louis, MO 63121 USA E-mail: [email protected]
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