Applications of Evolutionary Computing EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings /

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 ma...

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Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Giacobini, Mario (Επιμελητής έκδοσης), Brabazon, Anthony (Επιμελητής έκδοσης), Cagnoni, Stefano (Επιμελητής έκδοσης), Caro, Gianni A. Di (Επιμελητής έκδοσης), Drechsler, Rolf (Επιμελητής έκδοσης), Ekárt, Anikó (Επιμελητής έκδοσης), Esparcia-Alcázar, Anna Isabel (Επιμελητής έκδοσης), Farooq, Muddassar (Επιμελητής έκδοσης), Fink, Andreas (Επιμελητής έκδοσης), McCormack, Jon (Επιμελητής έκδοσης), O’Neill, Michael (Επιμελητής έκδοσης), Romero, Juan (Επιμελητής έκδοσης), Rothlauf, Franz (Επιμελητής έκδοσης), Squillero, Giovanni (Επιμελητής έκδοσης), Uyar, A. Şima (Επιμελητής έκδοσης), Yang, Shengxiang (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
Σειρά:Lecture Notes in Computer Science, 4974
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Περιγραφή
Περίληψη: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.
Φυσική περιγραφή:XXV, 704 p. online resource.
ISBN:9783540787617
ISSN:0302-9743 ;