Applications of Evolutionary Computing: EvoWorkshops 2008: - download pdf or read online

By Enrique Alba, José García-Nieto, Javid Taheri, Albert Zomaya (auth.), Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Jon McCormack, Michael

ISBN-10: 3540787607

ISBN-13: 9783540787600

ISBN-10: 3540787615

ISBN-13: 9783540787617

Evolutionary computation (EC) recommendations are e?cient, nature-inspired pl- ning and optimization equipment in response to the rules of common evolution and genetics. as a result of their e?ciency and straightforward underlying ideas, those me- ods can be utilized within the context of challenge fixing, optimization, and computer studying. a wide and consistently expanding variety of researchers and prof- sionals utilize EC ideas in numerous software domain names. This quantity provides a cautious choice of proper EC examples mixed with an intensive exam of the options utilized in EC. The papers within the quantity illustrate the present cutting-edge within the software of EC and will aid and - spire researchers and execs to strengthen e?cient EC equipment for layout and challenge fixing. All papers during this e-book have been provided in the course of EvoWorkshops 2008, which consisted of more than a few workshops on application-oriented points of EC. in view that 1998, EvoWorkshops has supplied a distinct chance for EC researchers to fulfill and speak about applicationaspectsofECandhasservedasanimportantlink among EC study and its software in quite a few domain names. in the course of those ten years new workshops have arisen, a few have disappeared, whereas others have matured to develop into meetings in their personal, corresponding to EuroGP in 2000, EvoCOP in 2004, and EvoBIO final year.

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

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

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This result is the one to be beaten with the improvements explained below. The improvement made over the PBIL algorithm consists in the hybridization of PBIL with a local search method. This local search method makes a search through the neighbourhood of the individual which is the best of the whole population at the end of each algorithm iteration. In our case, our individual represents a list of TRXs where each of these transceivers has a concrete frequency assigned. With the local search improvement we scan the individual and we exchange, if possible, the frequencies which have two concrete TRXs.

Chaves-González, Miguel A. Vega-Rodríguez, David Domínguez-González, Juan A. Gómez-Pulido, and Juan M. Sánchez-Pérez Univ. Extremadura. Dept. Technologies of Computers and Communications, Escuela Politécnica. Campus Universitario s/n. 10071. es Abstract. In this paper we study two different meta-heuristics to solve a realword frequency assignment problem (FAP) in GSM networks. We have used a precise mathematical formulation in which the frequency plans are evaluated using accurate interference information coming from a real GSM network.

Analysis of Adaptive Local Search for the Graph Coloring Problem. In: 6th MIC 2005, Vienne, Autriche (2005) SS vs PBIL to Solve a Real-World Frequency Assignment Problem in GSM Networks José M. Chaves-González, Miguel A. Vega-Rodríguez, David Domínguez-González, Juan A. Gómez-Pulido, and Juan M. Sánchez-Pérez Univ. Extremadura. Dept. Technologies of Computers and Communications, Escuela Politécnica. Campus Universitario s/n. 10071. es Abstract. In this paper we study two different meta-heuristics to solve a realword frequency assignment problem (FAP) in GSM networks.

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Applications of Evolutionary Computing: EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings by Enrique Alba, José García-Nieto, Javid Taheri, Albert Zomaya (auth.), Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Jon McCormack, Michael


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