Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)
- 2007.07a
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- Pages.463-464
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- 2007
A Hardware Implementation of Simple Genetic Algorithm for Evolvable System
진화적응을 위한 유전알고리즘의 하드웨어 구현
- Dong, Sung-Soo (School of Information and Media Yonginsongdam College)
- 동성수 (용인송담대학 정보미디어학부)
- Published : 2007.07.11
Abstract
This paper presents the hardware-based genetic algorithm, written in VHDL. Due to parallel computation and no function call overhead, a hardware-based GA advantage a speedup over a software-based GA. The proposed architecture is constructed on a field-programmable gate arrays, which are easily reconfigured. Since a general-purpose GA requires that the fitness function be easily changed, the hardware implementation must exploit the reprogrammability.
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