Title
Implement of evolable hardware based improved genetic algorithm.
Abstract
Evolvable Hardware (EHW) refers to hardware that can change its architecture and behavior dynamically and autonomously by interacting with its environment. The paper deals with an EHW completely developed on FPGA (Field Programmed Gate Array), with emphasis on the chromosome coding for hardware circuit and operation plat form of GA (Genetic Algorithm). A LUT-based VRC (virtual reconfigurable circuit) implementation of EHW is proposed in this article with the aim to find a general model fitter for evolving large scale circuit system. And a row-column dual decode architecture is adapt to speed up configuration. Moreover, its performance is illustrated with several concrete designs. All modules compilation and simulation are preformed by Altera Quartus II 10.0 and tested on DE2-115 Development Board. Finally, this article puts forward some questions which remain to be solved in the future design of EHW. © 2011 IEEE.
Year
DOI
Venue
2011
10.1109/ICNC.2011.6022550
ICNC
Keywords
Field
DocType
chromosome coding,evolvable hardware,genetic algorithm,nios ii,field programmable gate arrays,genetic algorithms,decoding,field programmable gate array,encoding,hardware,fpga
Lookup table,Altera Quartus,Computer science,Field-programmable gate array,Evolvable hardware,Gate array,Computer hardware,Genetic algorithm,Speedup,Reconfigurable computing
Conference
Volume
Issue
Citations 
4
null
3
PageRank 
References 
Authors
0.43
4
5
Name
Order
Citations
PageRank
Aifeng Ren125220.78
Wei Zhao294.55
Shuo Tang319114.04
Xin Tong42119127.72
Ming Luo5298.64