Chapter 6 Hardware Implementation of Ga
نویسندگان
چکیده
A genetic algorithm has been designed with Altera Hardware Description Language AHDL The design has also been simulated and implemented with programmable logic devices of Altera s Flex K Field Programmable Gate Array FPGA family The genetic algorithm is run on a PC card which is connected to the central processing unit CPU through high performance Peripheral Component Interconnect PCI bus Due to the easy recon gurability of programmable logic devices experi mentation with variable population sizes and various tness functions is greatly facilitated This is accomplished by rewriting the AHDL code on the host computer and then reprogramming the chip on the y through PCI bus The main advantage of a hardware based genetic algorithm is its inher ent speed advantage over software based methods This speed advantage makes hardware based genetic algorithm a prime candidate for real time applications for example optimization of routing in telecommunications networks
منابع مشابه
Implementation and Performance Evaluation of Acoustic Denoising Algorithms for UAV
.................................................................................................................................. iii ACKNOWLEDGMENTS ............................................................................................................. iv LIST OF TABLES .........................................................................................................................
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