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Systolic random number generation for genetic algorithms

Bland, Ian M. and Megson, Graham M. (1996) Systolic random number generation for genetic algorithms. Electronics Letters, 32 (12). pp. 1069-1070. ISSN 0013-5194

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Official URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumbe...


A parallel hardware random number generator for use with a VLSI genetic algorithm (GA) processing device is proposed. The design uses a systolic array of mixed congruential random number generators. The generators are constantly reseeded with the outputs of the proceeding generators to avoid significant biasing of the randomness of the array, which would result in longer times for the algorithm to converge to a solution.

Item Type:Article
Uncontrolled Keywords:VLSI, genetic algorithms, random number generation systolic arrays, VLSI processing device, genetic algorithm, parallel hardware, random number generator, systolic array
Research Community:University of Westminster > Electronics and Computer Science, School of
ID Code:5705
Deposited On:27 Jan 2009 11:09
Last Modified:19 Oct 2009 12:25

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