Scalable optimization via probabilistic modeling : from algorithms to applications / Martin Pelikan, Kumara Sastry, Erick Cantu-Paz (eds.).
- Published:
- Berlin ; New York : Springer, [2006]
- Copyright Date:
- ©2006
- Physical Description:
- xx, 349 pages : illustrations ; 24 cm.
- Additional Creators:
- Pelikan, Martin, Sastry, Kumara, and Cantú-Paz, Erick
- Series:
- Contents:
- 1. Introduction / Martin Pelikan, Kumara Sastry, Erick Cantú-Paz -- 2. Factorized distribution algorithm and the minimum relative entropy principle / Heinz Mühlenbein, Robin Höns -- 3. Linkage learning via probabilistic modeling in the extended compact genetic algorithm (ECGA) / Georges R. Harik, Fernando G. Lobo, Kumara Sastry -- 4. Hierarchical Bayesian optimization algorithm / Martin Peilkan, David E. Goldberg -- 5. Numerical optimization of real-valued estimation-of-distribution algorithms / Peter A.N. Bosman, Dirk Thierens -- 6. Survey of probabilistic model building genetic programming / Yin Shan ... [et al.] -- 7. Efficiency enhancement of estimation of distribution algorithms / Kumara Sastry, Martin Pelikan, David E. Goldberg -- 8. Design of parallel estimation of distribution algorithms / Jiri Ocenasek ... [et al.] -- 9. Incorporating a priori knowledge in probabilistic-model based optimization / Shumeet Baluja -- 10. Multiobjective estimation of distribution algorithms / Martin Pelikan, Kumara Sastry, David E. Goldberg -- 11. Effective and reliable online classification combining XCS with EDA mechanisms / Martin Butz ... [et al.] -- 12. Military antenna design using a simple genetic algorithm and hBOA / Tian-Li Yu, Scott Santarelli, David E. Goldberg -- 13. Feature subset selection with hybrids of filters and evolutionary algorithms / Erick Cantú-Paz -- 14. BOA for nurse scheduling / Jingpeng Lu, Uwe Aicklin -- 15. Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation / Martin Pelikan, Alexander K. Hartmann.
- Subject(s):
- ISBN:
- 3540349537 (hd.bd.)
- Bibliography Note:
- Includes bibliographical references.
View MARC record | catkey: 3625801