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04297nam a22005535i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-3-540-32494-2 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20161121231117.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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100301s2006 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540324942 |
| -- |
978-3-540-32494-2 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.1007/3-540-32494-1 |
| Source of number or code |
doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
TA329-348 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
TA640-643 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
TBJ |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
MAT003000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
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| Title |
Towards a New Evolutionary Computation |
| Medium |
[electronic resource] : |
| Remainder of title |
Advances in the Estimation of Distribution Algorithms / |
| Statement of responsibility, etc. |
edited by Jose A. Lozano, Pedro Larra�aga, I�aki Inza, Endika Bengoetxea. 1 |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Place of production, publication, distribution, manufacture |
Berlin, Heidelberg : |
| Name of producer, publisher, distributor, manufacturer |
Springer Berlin Heidelberg, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2006. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
XVI, 294 p. 109 illus. |
| Other physical details |
online resource. |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
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| File type |
text file |
| Encoding format |
PDF |
| Source |
rda1 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Studies in Fuzziness and Soft Computing, |
| International Standard Serial Number |
1434-9922 ; |
| Volume/sequential designation |
1920 |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Linking Entropy to Estimation of Distribution Algorithms -- Entropy-based Convergence Measurement in Discrete Estimation of Distribution Algorithms -- Real-coded Bayesian Optimization Algorithm -- The CMA Evolution Strategy: A Comparing Review -- Estimation of Distribution Programming: EDA-based Approach to Program Generation -- Multi-objective Optimization with the Naive ID A -- A Parallel Island Model for Estimation of Distribution Algorithms -- GA-EDA: A New Hybrid Cooperative Search Evolutionary Algorithm -- Bayesian Classifiers in Optimization: An EDA-like Approach -- Feature Ranking Using an EDA-based Wrapper Approach -- Learning Linguistic Fuzzy Rules by Using Estimation of Distribution Algorithms as the Search Engine in the COR Methodology -- Estimation of Distribution Algorithm with 2-opt Local Search for the Quadratic Assignment Problem. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
This is a nicely edited volume on Estimation of Distribution Algorithms (EDAs) by leading researchers on this important topic. It covers a wide range of topics in EDAs, from theoretical analysis to experimental studies, from single objective to multi-objective optimisation, and from parallel EDAs to hybrid EDAs. It is a very useful book for everyone who is interested in EDAs, evolutionary computation or optimisation in general. Xin Yao, IEEE Fellow Editor-in-Chief, IEEE Transactions on Evolutionary Computation ______________________________________________________________ Estimation of Distribution Algorithms (EDAs) have "removed genetics" from Evolutionary Algorithms (EAs). However, both approaches (still) have a lot in common, and, for instance, each one could be argued to in fact include the other! Nevertheless, whereas some theoretical approaches that are specific to EDAs are being proposed, many practical issues are common to both fields, and, though proposed in the mid 90's only, EDAs are catching up fast now with EAs, following many research directions that have proved successful for the latter: opening to different search domains, hybridizing with other methods (be they OR techniques or EAs themselves!), going parallel, tackling difficult application problems, and the like. This book proposes an up-to-date snapshot of this rapidly moving field, and witnesses its maturity. It should hence be read ... rapidly, by anyone interested in either EDAs or EAs, or more generally in stochastic optimization. Marc Schoenauer Editor-in-Chief, Evolutionary Computation. 0 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Engineering. 0 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computers. 0 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Artificial intelligence. 0 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Applied mathematics. 0 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Engineering mathematics.14 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Engineering.24 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Appl.Mathematics/Computational Methods of Engineering.24 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Artificial Intelligence (incl. Robotics).24 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computing Methodologies.24 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Applications of Mathematics.1 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Lozano, Jose A. |
| Relator term |
editor.1 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Larra�aga, Pedro. |
| Relator term |
editor.1 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Relator term |
editor.1 |
| Personal name |
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| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Relator term |
editor.2 |
| Personal name |
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| 710 ## - ADDED ENTRY--CORPORATE NAME |
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| Title of a work |
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| 773 ## - HOST ITEM ENTRY |
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| Relationship information |
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| 776 ## - ADDITIONAL PHYSICAL FORM ENTRY |
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| International Standard Book Number |
9783540290063 0 |
| Main entry heading |
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| 830 ## - SERIES ADDED ENTRY--UNIFORM TITLE |
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| International Standard Serial Number |
1434-9922 ; |
| Volume/sequential designation |
19240 |
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| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| 912 ## - |
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