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Bibliographic record number: 15219

Journal

Authors: Golub, Marin; Jakobović, Domagoj
Title: A Few Implementations of Parallel Genetic Algorithm
( A Few Implementations of Parallel Genetic Algorithm )
Source: Proceedings of the 20th International Conference on Information Technology Interfaces / Kalpić, Damir ; Hljuz Dobrić, Vesna (ed). - Pula : SRCE University Computing Centre , 1998. 507-512.
Meeting: 20th Int. Conf. on Information Technology Interfaces ITI ‘98
Location and date: Pula, Hrvatska, 16-19.06.1998.
Keywords: genetic algorithm; multithreading; tournament selection; adaptive mutation
( genetic algorithm; multithreading; tournament selection; adaptive mutation )
Abstract:
In this paper we describe the parallel genetic algorithm implementation using multithreading. The genetic algorithm was extended to deal with several genetic operators over binary vectors and floating-point numbers. Particularly, the possibilities of parallelisation of generational, steady-state and tournament selection are examined. The tournament selection appears to be the most suitable for parallel implementation.
Type of meeting: Predavanje
Type of presentation in a journal: Full-text (1500 words and more)
Type of peer-review: International peer-review
Project / theme: 036014
Original language: eng
Category: Znanstveni
Research fields:
Computer science



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