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Hierarchical Bayesian optimization algorithm : toward a new generation of evolutionary algorithms 1st ed

Hierarchical Bayesian optimization algorithm : toward a new generation of evolutionary algorithms 1st ed

Material type
단행본
Personal Author
Pelikan, Martin.
Title Statement
Hierarchical Bayesian optimization algorithm : toward a new generation of evolutionary algorithms / Martin Pelikan.
판사항
1st ed.
Publication, Distribution, etc
Berlin ;   New York :   Springer-Verlag ,   2005.  
Physical Medium
xviii, 166 p. : ill. ; 24 cm.
Series Statement
Studies in fuzziness and soft computing ; 170
ISBN
3540237747 (hard cover : alk. paper)
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Genetic programming (Computer science) Evolutionary programming (Computer science) Genetic algorithms.
000 01076camuu22003014a 4500
001 000045224433
005 20060223100643
008 041117s2005 gw a b 001 0 eng
010 ▼a 2004116659
020 ▼a 3540237747 (hard cover : alk. paper)
035 ▼a (KERIS)REF000011292247
040 ▼a DLC ▼c DLC ▼d DLC ▼d 211009
042 ▼a pcc
050 0 0 ▼a QA76.623 ▼b .P45 2005
082 0 0 ▼a 006.3/1 ▼2 22
090 ▼a 006.31 ▼b P384h
100 1 ▼a Pelikan, Martin.
245 1 0 ▼a Hierarchical Bayesian optimization algorithm : ▼b toward a new generation of evolutionary algorithms / ▼c Martin Pelikan.
250 ▼a 1st ed.
260 ▼a Berlin ; ▼a New York : ▼b Springer-Verlag , ▼c 2005.
300 ▼a xviii, 166 p. : ▼b ill. ; ▼c 24 cm.
440 0 ▼a Studies in fuzziness and soft computing ; ▼v 170
504 ▼a Includes bibliographical references and index.
650 0 ▼a Genetic programming (Computer science)
650 0 ▼a Evolutionary programming (Computer science)
650 0 ▼a Genetic algorithms.
945 ▼a KINS

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 P384h Accession No. 121121622 Availability Available Due Date Make a Reservation Service B M

Contents information

Author Introduction

Martin Pelikan(지은이)

Pelikan Martin(지은이)

Information Provided By: : Aladin

Table of Contents

From Genetic Variation to Probabilistic Modeling.- Probabilistic Model-Building Genetic Algorithms.- Bayesian Optimization Algorithm.- Scalability Analysis.- The Challenge of Hierarchical Difficulty.- Hierarchical Bayesian Optimization Algorithm.- Hierarchical BOA in the Real World.


Information Provided By: : Aladin

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