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Parallel genetic algorithm on PVM |
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| Authors: | Guangming Lin Xin Yao Iain Macleod Lishan Kang Yuping Chen |
| Institution: | 1. Department of Computer Science, Computational Intelligence Group University College, The University of New South Wales, ADFA, Australia 2. Computer Sciences Lab., RSISE, ANU, 2600, Canberra, ACT, Australia 3. Institute of Software Engineering, Wuhan University, 430072, Wuhan, P.R.China |
| Abstract: | In this paper we describe an implementation of some kinds of parallel genetic algorithms on the PVM. Parallel Virtual Machine, a portable parallel environment. We give details of a genetic algorithm running on many small subpopulations with an occasional identification and exchange of their useful information among subpopulations by means of message-passing functions of PVM. In this work, experiments were done to compare the parallel genetic algorithm and traditional sequential genetic algorithms. |
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