Applications of Evolutionary Computation

Applications of Evolutionary Computation

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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 a€” formerly known as EvoWorkshops a€” 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.Abolhasan, M., Wysocki, T., Dutkiewicz, E.: A review of routing protocols for mobile ad hoc networks. ... Iwata, A., Chiang, C.c., Pei, G., Gerla, M., Chen, T.w.: Scalable routing strategies for ad hoc wireless networks. ... Telecommunication Systems 18(1-3), 37a€“60 (2001) 11. ns2. ... protocols for ad hoc mobile wireless networks (1999) Using Code Bloat to Obfuscate Evolved Network Traffic Patrick LaRoche, anbsp;...

Title:Applications of Evolutionary Computation
Author:Cecilia Di Chio
Publisher:Springer Science & Business Media - 2010-03-25


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