Applications of Evolutionary Computation (Record no. 97195)

000 -LEADER
fixed length control field 08944nam a22007335i 4500
001 - CONTROL NUMBER
control field 978-3-642-12242-2
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240730202823.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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fixed length control field 100403s2010 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642122422
-- 978-3-642-12242-2
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-642-12242-2
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TK5105.5-5105.9
072 #7 - SUBJECT CATEGORY CODE
Subject category code UKN
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM043000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UKN
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 004.6
Edition number 23
245 10 - TITLE STATEMENT
Title Applications of Evolutionary Computation
Medium [electronic resource] :
Remainder of title EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II /
Statement of responsibility, etc. edited by Cecilia Di Chio, Anthony Brabazon, Marc Ebner, Muddassar Farooq, Andreas Fink, Jörn Grahl, Gary Greenfield, Penousal Machado, Michael O'Neill, Ernesto Tarantino, Neil Urquhart.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2010.
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 :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2010.
300 ## - PHYSICAL DESCRIPTION
Extent XXXII, 476 p. 150 illus.
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 Theoretical Computer Science and General Issues,
International Standard Serial Number 2512-2029 ;
Volume/sequential designation 6025
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note EvoCOMNET Contributions -- Detection of DDoS Attacks via an Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm -- Performance Evaluation of an Artificial Neural Network-Based Adaptive Antenna Array System -- Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks -- WiMAX Network Planning Using Adaptive-Population-Size Genetic Algorithm -- Markov Chain Models for Genetic Algorithm Based Topology Control in MANETs -- Particle Swarm Optimization for Coverage Maximization and Energy Conservation in Wireless Sensor Networks -- Efficient Load Balancing for a Resilient Packet Ring Using Artificial Bee Colony -- TCP Modification Robust to Packet Reordering in Ant Routing Networks -- Solving the Physical Impairment Aware Routing and Wavelength Assignment Problem in Optical WDM Networks Using a Tabu Search Based Hyper-Heuristic Approach -- A Generalized, Location-Based Model of Connections in Ad-Hoc Networks Improving the Performance of Ant Routing -- Using Code Bloat to Obfuscate Evolved Network Traffic -- ABC Supported Handoff Decision Scheme Based on Population Migration -- EvoENVIRONMENT Contributions -- A Hyper-Heuristic Approach for the Unit Commitment Problem -- Application of Genetic Programming Classification in an Industrial Process Resulting in Greenhouse Gas Emission Reductions -- Influence of Topology and Payload on CO2 Optimised Vehicle Routing -- Start-Up Optimisation of a Combined Cycle Power Plant with Multiobjective Evolutionary Algorithms -- EvoFIN Contributions -- A Study of Nature-Inspired Methods for Financial Trend Reversal Detection -- Outperforming Buy-and-Hold with Evolved Technical Trading Rules: Daily, Weekly and Monthly Trading -- Evolutionary Multi-stage Financial Scenario Tree Generation -- EvolvingDynamic Trade Execution Strategies Using Grammatical Evolution -- Modesty Is the Best Policy: Automatic Discovery of Viable Forecasting Goals in Financial Data -- Threshold Recurrent Reinforcement Learning Model for Automated Trading -- Active Portfolio Management from a Fuzzy Multi-objective Programming Perspective -- Evolutionary Monte Carlo Based Techniques for First Passage Time Problems in Credit Risk and Other Applications in Finance -- Calibrating the Heston Model with Differential Evolution -- Evolving Trading Rule-Based Policies -- EvoMUSART Contributions -- Evolving Artistic Styles through Visual Dialogues -- Graph-Based Evolution of Visual Languages -- Refinement Techniques for Animated Evolutionary Photomosaics Using Limited Tile Collections -- Generative Art and Evolutionary Refinement -- Aesthetic Learning in an Interactive Evolutionary Art System -- Comparing Aesthetic Measures for Evolutionary Art -- The Problem with Evolutionary Art Is ... -- Learning to Dance through Interactive Evolution -- Jive: A Generative, Interactive, Virtual, Evolutionary Music System -- A Neural Network for Bass Functional Harmonization -- Combining Musical Constraints with Markov Transition Probabilities to Improve the Generation of Creative Musical Structures -- Dynamic Musical Orchestration Using Genetic Algorithms and a Spectro-Temporal Description of Musical Instruments -- Evolutionary Sound Synthesis: Rendering Spectrograms from Cellular Automata Histograms -- Sound Agents -- From Evolutionary Composition to Robotic Sonification -- Musical Composer Identification through Probabilistic and Feedforward Neural Networks -- EvoTRANSLOG Contributions -- Using an Evolutionary Algorithm to Discover Low CO2 Tours within a Travelling Salesman Problem -- A Genetic Algorithm for the Traveling Salesman Problemwith Pickup and Delivery Using Depot Removal and Insertion Moves -- Fast Approximation Heuristics for Multi-Objective Vehicle Routing Problems -- Particle Swarm Optimization and an Agent-Based Algorithm for a Problem of Staff Scheduling -- A Math-Heuristic for the Multi-Level Capacitated Lot Sizing Problem with Carryover.
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 entry element Computer networks .
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Software engineering.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Application software.
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Topical term or geographic name entry element Immunospecificity.
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Operating systems (Computers).
9 (RLIN) 5329
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Algorithms.
9 (RLIN) 3390
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Communication Networks.
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650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Software Engineering.
9 (RLIN) 4138
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer and Information Systems Applications.
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650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Adaptive Immunity.
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650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Operating Systems.
9 (RLIN) 37074
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Algorithms.
9 (RLIN) 3390
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Di Chio, Cecilia.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
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Personal name Brabazon, Anthony.
Relator term editor.
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Personal name Ebner, Marc.
Relator term editor.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Farooq, Muddassar.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Fink, Andreas.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Grahl, Jörn.
Relator term editor.
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-- http://id.loc.gov/vocabulary/relators/edt
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Personal name Greenfield, Gary.
Relator term editor.
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-- http://id.loc.gov/vocabulary/relators/edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Machado, Penousal.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 173214
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name O'Neill, Michael.
Relator term editor.
Relationship edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tarantino, Ernesto.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Urquhart, Neil.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
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710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
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773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783642122415
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783642122439
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Theoretical Computer Science and General Issues,
International Standard Serial Number 2512-2029 ;
Volume/sequential designation 6025
9 (RLIN) 173219
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-642-12242-2">https://doi.org/10.1007/978-3-642-12242-2</a>
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Koha item type eBooks-Lecture Notes in CS

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