Applications of Evolutionary Computation
19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I
Editors: Squillero, Giovanni, Burelli, Paolo (Eds.)
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- About this book
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The two volumes LNCS 9597 and 9598 constitute the refereed conference proceedings of the 19th European Conference on the Applications of Evolutionary Computation, EvoApplications 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART.
The 57 revised full papers presented together with 17 poster papers were carefully reviewed and selected from 115 submissions. EvoApplications 2016 consisted of the following 13 tracks: EvoBAFIN (natural computing methods in business analytics and finance), EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).
- Table of contents (43 chapters)
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Enhanced Multiobjective Population-Based Incremental Learning with Applications in Risk Treaty Optimization
Pages 3-18
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Genetic Programming with Memory For Financial Trading
Pages 19-34
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Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data
Pages 35-45
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Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution
Pages 46-57
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Portfolio Optimization, a Decision-Support Methodology for Small Budgets
Pages 58-72
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Table of contents (43 chapters)
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- Download Table of contents PDF (137.7 KB)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Applications of Evolutionary Computation
- Book Subtitle
- 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I
- Editors
-
- Giovanni Squillero
- Paolo Burelli
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 9597
- Copyright
- 2016
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-31204-0
- DOI
- 10.1007/978-3-319-31204-0
- Softcover ISBN
- 978-3-319-31203-3
- Edition Number
- 1
- Number of Pages
- XXV, 849
- Number of Illustrations
- 252 b/w illustrations
- Topics
