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2006928618 contributor B10739823.
2006928618 created "c2006.".
2006928618 date "2006".
2006928618 date "c2006.".
2006928618 dateCopyrighted "c2006.".
2006928618 description "Includes bibliographical references.".
2006928618 description "Introduction / Martin Pelikan, Kumara Sastry, Erick Cantú-Paz -- Factorized distribution algorithm and the minimum relative entropy principle / Heinz Mühlenbein, Robin Höns -- Linkage learning via probabilistic modeling in the extended compact genetic algorithm (ECGA) / Georges R. Harik, Fernando G. Lobo, Kumara Sastry -- Hierarchical Bayesian optimization algorithm / Martin Peilkan, David E. Goldberg -- Numerical optimization of real-valued estimation-of-distribution algorithms / Peter A.N. Bosman, Dirk Thierens -- Survey of probabilistic model building genetic programming / Yin Shan ... [et al.] -- Efficiency enhancement of estimation of distribution algorithms / Kumara Sastry, Martin Pelikan, David E. Goldberg -- Design of parallel estimation of distribution algorithms / Jiri Ocenasek ... [et al.] -- Incorporating a priori knowledge in probabilistic-model based optimization / Shumeet Baluja -- Multiobjective estimation of distribution algorithms / Martin Pelikan, Kumara Sastry, David E. Goldberg -- Effective and reliable online classification combining XCS with EDA mechanisms / Martin Butz ... [et al.] -- Military antenna design using a simple genetic algorithm and hBOA / Tian-Li Yu, Scott Santarelli, David E. Goldberg -- Feature subset selection with hybrids of filters and evolutionary algorithms / Erick Cantú-Paz -- BOA for nurse scheduling / Jingpeng Lu, Uwe Aicklin -- Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation / Martin Pelikan, Alexander K. Hartmann.".
2006928618 extent "xx, 349 p. :".
2006928618 identifier "3540349537 (acid-free paper)".
2006928618 identifier "9783540349532 (acid-free paper)".
2006928618 isPartOf "Studies in computational intelligence, 1860-949x ; v. 33".
2006928618 issued "2006".
2006928618 issued "c2006.".
2006928618 language "eng".
2006928618 publisher "Berlin ; New York : Springer,".
2006928618 subject "519.6/4 22".
2006928618 subject "Algorithmes génétiques.".
2006928618 subject "Apprentissage automatique.".
2006928618 subject "Combinatorial optimization.".
2006928618 subject "Distribution (Probability theory) Data processing.".
2006928618 subject "Distribution (Théorie des probabilités) Logiciels.".
2006928618 subject "Evolutionary computation.".
2006928618 subject "Genetic algorithms.".
2006928618 subject "Machine learning.".
2006928618 subject "Optimisation combinatoire.".
2006928618 subject "QA402.5 .S328 2006".
2006928618 subject "Réseaux neuronaux à structure évolutive.".
2006928618 tableOfContents "Introduction / Martin Pelikan, Kumara Sastry, Erick Cantú-Paz -- Factorized distribution algorithm and the minimum relative entropy principle / Heinz Mühlenbein, Robin Höns -- Linkage learning via probabilistic modeling in the extended compact genetic algorithm (ECGA) / Georges R. Harik, Fernando G. Lobo, Kumara Sastry -- Hierarchical Bayesian optimization algorithm / Martin Peilkan, David E. Goldberg -- Numerical optimization of real-valued estimation-of-distribution algorithms / Peter A.N. Bosman, Dirk Thierens -- Survey of probabilistic model building genetic programming / Yin Shan ... [et al.] -- Efficiency enhancement of estimation of distribution algorithms / Kumara Sastry, Martin Pelikan, David E. Goldberg -- Design of parallel estimation of distribution algorithms / Jiri Ocenasek ... [et al.] -- Incorporating a priori knowledge in probabilistic-model based optimization / Shumeet Baluja -- Multiobjective estimation of distribution algorithms / Martin Pelikan, Kumara Sastry, David E. Goldberg -- Effective and reliable online classification combining XCS with EDA mechanisms / Martin Butz ... [et al.] -- Military antenna design using a simple genetic algorithm and hBOA / Tian-Li Yu, Scott Santarelli, David E. Goldberg -- Feature subset selection with hybrids of filters and evolutionary algorithms / Erick Cantú-Paz -- BOA for nurse scheduling / Jingpeng Lu, Uwe Aicklin -- Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation / Martin Pelikan, Alexander K. Hartmann.".
2006928618 title "Scalable optimization via probabilistic modeling : from algorithms to applications / Martin Pelikan, Kumara Sastry, Erick Cantu-Paz (eds.).".
2006928618 type "text".