Applications of Evolutionary Computation: EvoApplications - download pdf or read online

By Cecilia Di Chio, Anthony Brabazon, Marc Ebner, Muddassar Farooq, Andreas Fink, Jorn Grahl, Gary Greenfield, Penousal Machado, Michael O'Neill, Ernesto Tarantino, Neil Urquhart

ISBN-10: 3642122418

ISBN-13: 9783642122415

This publication constitutes the refereed complaints of the foreign Workshops at the purposes of Evolutionary Computation, EvoApplications 2010, held in Istanbul, Turkey, in April 2010 colocated with the Evo* 2010 occasions. due to the big variety of submissions bought, the complaints for EvoApplications 2010 are divided throughout volumes (LNCS 6024 and 6025). the current quantity comprises contributions for EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG. The forty seven revised complete papers offered have been conscientiously reviewed and chosen from a complete of 86 submissions. This quantity provides a cautious choice of suitable EC examples mixed with a radical exam of the options utilized in EC. The papers within the quantity illustrate the present state-of-the-art within the program of EC and may aid and encourage researchers and pros to strengthen effective EC tools for layout and challenge fixing.

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Read or Download Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April ... Computer Science and General Issues) PDF

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Extra info for Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April ... Computer Science and General Issues)

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All of the false positive rates of the improved jREMISA are 0% where all of the false positive rates of the original jREMISA are 99,98%. The orginal jREMISA has these high false detection rates since it was left with only successful training results which was not enough to get good test results. Fig. 5. Comparison of true and false positives rates with changing thresholds (%) 6 Conclusion We used the artificial immune system as a method of anomaly type intrusion detection because of the similarity between the IDS architecture and the biological immune system.

Therefore, Table 5 shows the results of applying a set of well-known routing protocols to our VANET instance (M´alaga), including AODV with its default configuration (RFC 3561). These protocols are: Dynamic Source Routing (DSR), Destination Sequence Distance Vector (DSDV), Fisheye State Routing (FSR), Temporally Ordered Routing (TORA), and Greedy Perimeter Stateless (GPSR). The best AODV configurations obtained by all studied algorithms are deployed in the bottom second half of Table 5. Automatic Parameter Tuning with Metaheuristics 29 Table 5.

Ima Uyar 4 traffic, where TCP Ag is coded using 240 bits, UDP Ag is coded using 170 bits and ICMP Ag is coded using 138 bits as representing all possible fields of IP, TCP, UDP and ICMP headers (IP=122, TCP= 118, UDP=48, ICMP=16). Decimal values of Ag packet header fields are transformed to equivalent binary values. Ab chromosomes are composed of three parts as DNA (binary), RNA (binary), and seven state properties (integer). DNA bits are created during negative selection and is the only part that is evaluated against Ag chromosomes.

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Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April ... Computer Science and General Issues) by Cecilia Di Chio, Anthony Brabazon, Marc Ebner, Muddassar Farooq, Andreas Fink, Jorn Grahl, Gary Greenfield, Penousal Machado, Michael O'Neill, Ernesto Tarantino, Neil Urquhart


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