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020 a| 3540349537 (acid-free paper);

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245 00 a| Scalable optimization via probabilistic modelingh| [electronic resource] :b| from algorithms to applications /c| Martin Pelikan, Kumara Sastry, Erick Cantu-Paz (eds.).;

260 a| Berlin ; New York :b| Springer,;

300 a| xx, 349 p. :b| ill. ;c| 24 cm.;

440 0 a| Studies in computational intelligence,x| 1860-949x ;v| v. 33;

504 a| Includes bibliographical references.;

505 0 a| 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.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Combinatorial optimization.=| ^A155283;

650 0 a| Evolutionary computation.=| ^A494376;

650 0 a| Distribution (Probability theory)x| Data processing.=| ^A1553;

650 0 a| Genetic algorithms.=| ^A313049;

650 0 a| Machine learning.=| ^A145211;

650 6 a| Distribution (Théorie des probabilités)x| Logiciels.;

650 6 a| Algorithmes génétiques.;

650 6 a| Réseaux neuronaux à structure évolutive.;

650 6 a| Apprentissage automatique.;

650 6 a| Optimisation combinatoire.;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Pelikan, Martin.?| UNAUTHORIZED;

700 1 a| Sastry, Kumara.?| UNAUTHORIZED;

700 1 a| Cantú-Paz, Erick.=| ^A560554;

856 40 z| Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)u| https://go.openathens.net/redirector/ecu.edu?url=http%3A%2F%2Flink.springer.com%2Fopenurl%3Fgenre%3Dbook%26isbn%3D978-3-540-34953-2;

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Scalable optimization via probabilistic modeling from algorithms to applications / Martin Pelikan, Kumara Sastry, Erick Cantu-Paz (eds.).

Other author	Pelikan, Martin.
Other author	Sastry, Kumara.
Other author	Cantú-Paz, Erick.
Format	Electronic
Publication Info	Berlin ; New York : Springer,
Description	xx, 349 p. : ill. ; 24 cm.
Supplemental Content	Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)
Subjects	Combinatorial optimization. Evolutionary computation. Distribution (Probability theory)--Data processing. Genetic algorithms. Machine learning. Distribution (Théorie des probabilités)--Logiciels. Algorithmes génétiques. Réseaux neuronaux à structure évolutive. Apprentissage automatique. Optimisation combinatoire.

Series	Studies in computational intelligence, 1860-949x ; v. 33
Contents	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.
Bibliography note	Includes bibliographical references.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2006928618
ISBN	3540349537 (acid-free paper)
ISBN	9783540349532 (acid-free paper)

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Scalable optimization via probabilistic modeling from algorithms to applications / Martin Pelikan, Kumara Sastry, Erick Cantu-Paz (eds.).

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