Evolutionary Computation in Dynamic and Uncertain Environments (Record no. 20643)

MARC details
000 -LEADER
fixed length control field 05099nam a22005175i 4500
001 - CONTROL NUMBER
control field 978-3-540-49774-5
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170628034612.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100715s2007 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
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
Classification number TA329-348
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA640-643
072 #7 - SUBJECT CATEGORY CODE
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
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Yang, Shengxiang.
Relator term editor.
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 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg,
-- 2007.
300 ## - PHYSICAL DESCRIPTION
Extent XXIII, 605 p.
Other physical details online resource.
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
347 ## -
-- text file
-- PDF
-- rda
490 1# - SERIES STATEMENT
Series statement Studies in Computational Intelligence,
International Standard Serial Number 1860-949X ;
Volume number/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 as entry element Engineering.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering mathematics.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Appl.Mathematics/Computational Methods of Engineering.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
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
Display text Printed edition:
International Standard Book Number 9783540497721
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Studies in Computational Intelligence,
-- 1860-949X ;
Volume number/sequential designation 51
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1007/978-3-540-49774-5">http://dx.doi.org/10.1007/978-3-540-49774-5</a>
912 ## -
-- ZDB-2-ENG
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Total Checkouts Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Central Library Central Library 28/06/2017 Springer EBook   E-43822 28/06/2017 28/06/2017 E-Book

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