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.
