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Applications of Evolutionary Computation (Record no. 19044)

000 -LEADER
fixed length control field 09208nam a22007215i 4500
001 - CONTROL NUMBER
control field 978-3-642-12239-2
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170515111734.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100403s2010 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642122392
-- 978-3-642-12239-2
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-642-12239-2
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q334-342
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TJ210.2-211.495
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code TJFM1
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM004000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 23
245 10 - TITLE STATEMENT
Title Applications of Evolutionary Computation
Medium [electronic resource] :
Remainder of title EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I /
Statement of responsibility, etc edited by Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Anikó Ekárt, Anna I. Esparcia-Alcazar, Chi-Keong Goh, Juan J. Merelo, Ferrante Neri, Mike Preuß, Julian Togelius, Georgios N. Yannakakis.
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg,
-- 2010.
300 ## - PHYSICAL DESCRIPTION
Extent XXXII, 616 p. 231 illus.
Other physical details online resource.
336 ## -
-- text
-- txt
-- rdacontent
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-- computer
-- c
-- rdamedia
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-- online resource
-- cr
-- rdacarrier
347 ## -
-- text file
-- PDF
-- rda
490 1# - SERIES STATEMENT
Series statement Lecture Notes in Computer Science,
International Standard Serial Number 0302-9743 ;
Volume number/sequential designation 6024
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note EvoCOMPLEX Contributions -- Coevolutionary Dynamics of Interacting Species -- Evolving Individual Behavior in a Multi-agent Traffic Simulator -- On Modeling and Evolutionary Optimization of Nonlinearly Coupled Pedestrian Interactions -- Revising the Trade-off between the Number of Agents and Agent Intelligence -- Sexual Recombination in Self-Organizing Interaction Networks -- Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review -- EvoGAMES Contributions -- Co-evolution of Optimal Agents for the Alternating Offers Bargaining Game -- Fuzzy Nash-Pareto Equilibrium: Concepts and Evolutionary Detection -- An Evolutionary Approach for Solving the Rubik’s Cube Incorporating Exact Methods -- Evolution of Artificial Terrains for Video Games Based on Accessibility -- Evolving Behaviour Trees for the Commercial Game DEFCON -- Evolving 3D Buildings for the Prototype Video Game Subversion -- Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms -- Towards a Generic Framework for Automated Video Game Level Creation -- Search-Based Procedural Content Generation -- Evolution of Grim Trigger in Prisoner Dilemma Game with Partial Imitation -- Evolving a Ms. PacMan Controller Using Grammatical Evolution -- Evolving Bot AI in UnrealTM -- Evolutionary Algorithm for Generation of Entertaining Shinro Logic Puzzles -- Social Learning Algorithms Reaching Nash Equilibrium in Symmetric Cournot Games -- Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search -- EvoIASP Contributions -- A CNN Based Algorithm for the Automated Segmentation of Multiple Sclerosis Lesions -- A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination -- Towards Automated Learning of Object Detectors -- Markerless Multi-view Articulated Pose Estimation Using Adaptive Hierarchical Particle Swarm Optimisation -- Hand Posture Recognition Using Real-Time Artificial Evolution -- Comparing Cellular and Panmictic Genetic Algorithms for Real-Time Object Detection -- Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery -- Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners -- New Genetic Operators in the Fly Algorithm: Application to Medical PET Image Reconstruction -- Chaotic Hybrid Algorithm and Its Application in Circle Detection -- Content-Based Image Retrieval of Skin Lesions by Evolutionary Feature Synthesis -- An Evolutionary Method for Model-Based Automatic Segmentation of Lower Abdomen CT Images for Radiotherapy Planning -- Evolution of Communicating Individuals -- Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization -- Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach -- EvoINTELLIGENCE Contributions -- A Comparative Study between Genetic Algorithm and Genetic Programming Based Gait Generation Methods for Quadruped Robots -- Markerless Localization for Blind Users Using Computer Vision and Particle Swarm Optimization -- Particle Swarm Optimization for Feature Selection in Speaker Verification -- Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors -- Self-organized and Evolvable Cognitive Architecture for Intelligent Agents and Multi-Agent Systems -- EvoNUM Contributions -- Investigating the Local-Meta-Model CMA-ES for Large Population Sizes -- Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing -- Automatically Modeling Hybrid Evolutionary Algorithms from Past Executions -- Gaussian Adaptation Revisited – An Entropic View on Covariance Matrix Adaptation -- Parallel Genetic Algorithm on the CUDA Architecture -- A New Selection Ratio for Large Population Sizes -- Multi-Objective Probability Collectives -- Parallel Random Injection Differential Evolution -- Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization -- A Directed Mutation Operator for Real Coded Genetic Algorithms -- Speedups between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU Chip -- Advancing Model–Building for Many–Objective Optimization Estimation of Distribution Algorithms -- Estimation Distribution Differential Evolution -- Design of Continuous Controllers Using a Multiobjective Differential Evolution Algorithm with Spherical Pruning -- Parameter Tuning of Evolutionary Algorithms: Generalist vs. Specialist -- EvoSTOC Contributions -- Memory Design for Constrained Dynamic Optimization Problems -- Multi-population Genetic Algorithms with Immigrants Scheme for Dynamic Shortest Path Routing Problems in Mobile Ad Hoc Networks -- Measuring Fitness Degradation in Dynamic Optimization Problems -- Handling Undefined Vectors in Expensive Optimization Problems -- Adaptive Noisy Optimization -- Noise Analysis Compact Genetic Algorithm.
520 ## - SUMMARY, ETC.
Summary, etc Evolutionary Computation (EC) techniques are e?cient, nature-inspired me- ods based on the principles of natural evolution and genetics. Due to their - ciency and simple underlying principles, these methods can be used for a diverse rangeofactivitiesincludingproblemsolving,optimization,machinelearningand pattern recognition. A large and continuously increasing number of researchers and professionals make use of EC techniques in various application domains. This volume presents a careful selection of relevant EC examples combined with a thorough examination of the techniques used in EC. The papers in the volume illustrate the current state of the art in the application of EC and should help and inspire researchers and professionals to develop e?cient EC methods for design and problem solving. All papers in this book were presented during EvoApplications 2010, which included a range of events on application-oriented aspects of EC. Since 1998, EvoApplications — formerly known as EvoWorkshops— has provided a unique opportunity for EC researchers to meet and discuss application aspects of EC and has been an important link between EC research and its application in a variety of domains. During these 12 years, new events have arisen, some have disappeared,whileothershavematuredtobecomeconferencesoftheirown,such as EuroGP in 2000, EvoCOP in 2004, and EvoBIO in 2007. And from this year, EvoApplications has become a conference as well.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms.
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 Image processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern recognition.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Science.
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 Computation by Abstract Devices.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern Recognition.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithm Analysis and Problem Complexity.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Image Processing and Computer Vision.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information Systems Applications (incl. Internet).
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Chio, Cecilia Di.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cagnoni, Stefano.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cotta, Carlos.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ebner, Marc.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ekárt, Anikó.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Esparcia-Alcazar, Anna I.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Goh, Chi-Keong.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Merelo, Juan J.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Neri, Ferrante.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Preuß, Mike.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Togelius, Julian.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Yannakakis, Georgios N.
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 9783642122385
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Computer Science,
-- 0302-9743 ;
Volume number/sequential designation 6024
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-12239-2
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Koha item type e-Book

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