| 000 -LEADER |
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| fixed length control field |
05210nam a22005535i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-3-540-49774-5 |
| 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 |
20161121231201.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
100715s2007 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540497745 |
| -- |
978-3-540-49774-5 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-3-540-49774-5 |
| 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 |
|---|
| Subject category code |
MAT003000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Evolutionary Computation in Dynamic and Uncertain Environments |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
edited by Shengxiang Yang, Yew-Soon Ong, Yaochu Jin. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| 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 |
2007. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XXIII, 605 p. |
| Other physical details |
online resource. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Encoding format |
PDF |
| Source |
rda |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Studies in Computational Intelligence, |
| International Standard Serial Number |
1860-949X ; |
| Volume/sequential designation |
51 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Optimum Tracking in Dynamic Environments -- Explicit Memory Schemes for Evolutionary Algorithms in Dynamic Environments -- Particle Swarm Optimization in Dynamic Environments -- Evolution Strategies in Dynamic Environments -- Orthogonal Dynamic Hill Climbing Algorithm: ODHC -- Genetic Algorithms with Self-Organizing Behaviour in Dynamic Environments -- Learning and Anticipation in Online Dynamic Optimization -- Evolutionary Online Data Mining: An Investigation in a Dynamic Environment -- Adaptive Business Intelligence: Three Case Studies -- Evolutionary Algorithms for Combinatorial Problems in the Uncertain Environment of the Wireless Sensor Networks -- Approximation of Fitness Functions -- Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization -- Evolutionary Shape Optimization Using Gaussian Processes -- A Study of Techniques to Improve the Efficiency of a Multi-Objective Particle Swarm Optimizer -- An Evolutionary Multi-objective Adaptive Meta-modeling Procedure Using Artificial Neural Networks -- Surrogate Model-Based Optimization Framework: A Case Study in Aerospace Design -- Handling Noisy Fitness Functions -- Hierarchical Evolutionary Algorithms and Noise Compensation via Adaptation -- Evolving Multi Rover Systems in Dynamic and Noisy Environments -- A Memetic Algorithm Using a Trust-Region Derivative-Free Optimization with Quadratic Modelling for Optimization of Expensive and Noisy Black-box Functions -- Genetic Algorithm to Optimize Fitness Function with Sampling Error and its Application to Financial Optimization Problem -- Search for Robust Solutions -- Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty -- Evolving the Tradeoffs between Pareto-Optimality and Robustness in Multi-Objective Evolutionary Algorithms -- Evolutionary Robust Design of Analog Filters Using Genetic Programming -- Robust Salting Route Optimization Using Evolutionary Algorithms -- An Evolutionary Approach For Robust Layout Synthesis of MEMS -- A Hybrid Approach Based on Evolutionary Strategies and Interval Arithmetic to Perform Robust Designs -- An Evolutionary Approach for Assessing the Degree of Robustness of Solutions to Multi-Objective Models -- Deterministic Robust Optimal Design Based on Standard Crowding Genetic Algorithm. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book provides a compilation on the state-of-the-art and recent advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. The motivation for this book arises from the fact that some degree of uncertainty in characterizing any realistic engineering systems is inevitable. Representative methods for addressing major sources of uncertainties in evolutionary computation, including handle of noisy fitness functions, use of approximate fitness functions, search for robust solutions, and tracking moving optimums, are presented. "Evolutionary Computation in Dynamic and Uncertain Environments" is a valuable reference for scientists, researchers, professionals and students in the field of engineering and science, particularly in the areas of computational intelligence, natural computing and evolutionary computation. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Applied mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computational intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Appl.Mathematics/Computational Methods of Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computational Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence (incl. Robotics). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Yang, Shengxiang. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ong, Yew-Soon. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Jin, Yaochu. |
| Relator term |
editor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9783540497721 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Studies in Computational Intelligence, |
| International Standard Serial Number |
1860-949X ; |
| Volume/sequential designation |
51 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-3-540-49774-5 |
| 912 ## - |
|---|
| -- |
ZDB-2-ENG |
