Applications of Evolutionary Computing
EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog
Editors: Giacobini, M., Brabazon, A., Cagnoni, S., Di Caro, G.A., Drechsler, R., Ekart, A., Esparcia-Alcazar, A.I., Farooq, M., Fink, A., McCormack, J., O'Neill, M., Romero, J., Rothlauf, F., Squillero, G., Uyar, S., Yang, S. (Eds.)
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- About this book
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Evolutionary computation (EC) techniques are e?cient, nature-inspired pl- ning and optimization methods based on the principles of natural evolution and genetics. Due to their e?ciency and simple underlying principles, these me- ods can be used in the context of problem solving, optimization, and machine learning. A large and continuously increasing number of researchers and prof- sionals 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 - spire researchers and professionals to develop e?cient EC methods for design and problem solving. All papers in this book were presented during EvoWorkshops 2008, which consisted of a range of workshops on application-oriented aspects of EC. Since 1998, EvoWorkshops has provided a unique opportunity for EC researchers to meet and discuss applicationaspectsofECandhasservedasanimportantlink between EC research and its application in a variety of domains. During these ten years new workshops have arisen, some have disappeared, while others have matured to become conferences of their own, such as EuroGP in 2000, EvoCOP in 2004, and EvoBIO last year.
- Table of contents (75 chapters)
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New Research in Nature Inspired Algorithms for Mobility Management in GSM Networks
Pages 1-10
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Adaptive Local Search for a New Military Frequency Hopping Planning Problem
Pages 11-20
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SS vs PBIL to Solve a Real-World Frequency Assignment Problem in GSM Networks
Pages 21-30
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Reconstruction of Networks from Their Betweenness Centrality
Pages 31-37
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A Self-learning Optimization Technique for Topology Design of Computer Networks
Pages 38-51
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Table of contents (75 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Applications of Evolutionary Computing
- Book Subtitle
- EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog
- Editors
-
- Mario Giacobini
- Anthony Brabazon
- Stefano Cagnoni
- Gianni A. Di Caro
- Rolf Drechsler
- Aniko Ekart
- Anna I. Esparcia-Alcazar
- Muddassar Farooq
- Andreas Fink
- Jon McCormack
- Michael O'Neill
- Juan Romero
- Franz Rothlauf
- Giovanni Squillero
- Sima Uyar
- Shengxiang Yang
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 4974
- Copyright
- 2008
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-540-78761-7
- DOI
- 10.1007/978-3-540-78761-7
- Softcover ISBN
- 978-3-540-78760-0
- Edition Number
- 1
- Number of Pages
- XXV, 704
- Topics
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