Flexible Hardware Core for Genetic Algorithm
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26-10-2010, 02:55 PM




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Development of A Flexible Hardware Core for Genetic Algorithm
Jumrern Pimery
and
Pinit Kumhom
Department of Electronic and Telecommunication
Engineering
King Mongkut’s University of Technology Thonburi
126 Pracha-utid Road, Bangmod, Tungkru, Bangkok,
10140 Thailand


Abstract—


A hardware design for genetic algorithm (GA) can
implement only one specific cost function of a problem at a time.
Actually, different GA applications require different GA
hardware architecture. The development of a flexible very-largescale
integration (VLSI) for GA has been proposed in this paper.
For the hardware architecture, we has develop on a random
number generator (RNG), crossover, and mutation based on
flexibility structure. This structure can dynamically perform to
the 3 types chromosome encoding: binary encoding, real-value
encoding, and integer encoding. The overall structures has been
designed and synthesized by VHDL (VHSIC hardware
description language), simulation by ModelSim program, and
then implemented on FPGAs (Field programmable gate arrays).
This hardware architecture that our design work very well
flexible for the 3 groups problem examples: combinatorial
optimization problems, function optimal problems, and part
planning optimization problems


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