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Title: Distributed Genetic Algorithm Implementation by Means of Remote Methods Invocation Technique – Java RMI
Authors: Maciura, Lukasz
Setlak, Galina
Keywords: Genetic Algorithms and Evolutionary
Global optimalization
Genetic Algorithms
Issue Date: 2008
Publisher: Institute of Information Theories and Applications FOI ITHEA
Abstract: The aim of this work is distributed genetic algorithm implementation (so called island algorithm) to accelerate the optimum searching process in space of solutions. Distributed genetic algorithm has also smaller chances to fall in local optimum. This conception depends on mutual cooperation of the clients which realize separate working of genetic algorithms on local machines. As a tool for implementation of distributed genetic algorithm, created to produce net's applications Java technology was chosen. In Java technology, there is a technique of remote methods invocation - Java RMI. By means of invoking remote methods it can send objects between clients and server RMI.
ISSN: 1313-0455
Appears in Collections:Book 2 Advanced Research in Artificial Intelligence

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