Benchmarking Parallel Natural Algorithms for Telecommunications Device Design

This work presents the benchmark of three different adapted parallel natural inspired algorithms (Genetic Algorithm, Evolutionary Strategy and Artificial Immune System) integrated to some numerical techniques to optimize a microstrip antenna and crystal based photonic filter. The evaluations were fo...

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Published inInternational journal of advanced research in computer science Vol. 4; no. 8
Main Authors Silva-Santos, Carlos Henrique, Hernandez-Figueroa, Hugo Enrique
Format Journal Article
LanguageEnglish
Published Udaipur International Journal of Advanced Research in Computer Science 01.05.2013
Subjects
Algorithms
Benchmarking
Computer science
Computer simulation
Devices
Electromagnetism
Genetic algorithms
Immune system
Mathematical analysis
Mathematical models
Photonics
Run time (computers)
Telecommunications
Online AccessGet full text
ISSN0976-5697

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Abstract This work presents the benchmark of three different adapted parallel natural inspired algorithms (Genetic Algorithm, Evolutionary Strategy and Artificial Immune System) integrated to some numerical techniques to optimize a microstrip antenna and crystal based photonic filter. The evaluations were focused on parallel computing impact, considering convergence and runtime simulation analyses. This benchmark contributes to point out their efficiency of these algorithms to optimize telecommunication devices integrated with some numerical solution, and it also provide runtime equation estimative for these optimizations.
AbstractList This work presents the benchmark of three different adapted parallel natural inspired algorithms (Genetic Algorithm, Evolutionary Strategy and Artificial Immune System) integrated to some numerical techniques to optimize a microstrip antenna and crystal based photonic filter. The evaluations were focused on parallel computing impact, considering convergence and runtime simulation analyses. This benchmark contributes to point out their efficiency of these algorithms to optimize telecommunication devices integrated with some numerical solution, and it also provide runtime equation estimative for these optimizations.
Author Silva-Santos, Carlos Henrique
Hernandez-Figueroa, Hugo Enrique
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Benchmarking
Computer science
Computer simulation
Devices
Electromagnetism
Genetic algorithms
Immune system
Mathematical analysis
Mathematical models
Photonics
Run time (computers)
Telecommunications
Title Benchmarking Parallel Natural Algorithms for Telecommunications Device Design
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