DocumentCode :
2062730
Title :
A Parallel Skeleton for the Strength Pareto Evolutionary Algorithm 2
Author :
González, Ofelia ; León, Coromoto ; Miranda, Gara ; Rodríguez, Casiano ; Segura, Carlos
Author_Institution :
Dpto. Estadistica, Univ. de La Laguna, Tenerife
fYear :
2007
fDate :
7-9 Feb. 2007
Firstpage :
434
Lastpage :
441
Abstract :
This work presents a skeleton for the resolution of multi-objective optimization problems using the improved version of the strength Pareto evolutionary algorithm (SPEA2). From the same problem specification, the skeleton derives sequential and distributed parallel solvers. The user interface for the problem definition consists of a set of classes and methods which are described in detail. The internal implementation of both solvers and their configuration parameters are explained. An application example to solve the optimization of a broadcasting strategy in metropolitan MANETs is given. The computational results obtained for this example in a homogeneous cluster of PCs give evidence of the quality of the approach
Keywords :
Pareto optimisation; ad hoc networks; broadcasting; evolutionary computation; parallel algorithms; workstation clusters; broadcasting strategy; distributed parallel solvers; homogeneous PC cluster; metropolitan MANET; multiobjective optimization problems; parallel skeleton; strength Pareto evolutionary algorithm 2; Algorithm design and analysis; Broadcasting; Evolutionary computation; Genetic algorithms; Mobile ad hoc networks; Pareto optimization; Personal communication networks; Skeleton; Turning; User interfaces;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel, Distributed and Network-Based Processing, 2007. PDP '07. 15th EUROMICRO International Conference on
Conference_Location :
Napoli
ISSN :
1066-6192
Print_ISBN :
0-7695-2784-1
Type :
conf
DOI :
10.1109/PDP.2007.11
Filename :
4135308
Link To Document :
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