Title :
A new evolutionary hardware system using FPGAS
Author :
Sheng-Li, Yan ; Yue, Chen ; Qing-Min, Pu
Author_Institution :
Dept. of Electron. Inf. Eng., Zhongshan Polytech., Zhongshan, China
Abstract :
This paper presents an implementation of evolutionary algorithm using a field programmable gate array. This novel implementation uses a high level language to hardware compilation system, called Handel-C, to produce a field programmable logic array capable of performing all the functions required of the evolutionary algorithm. EAFPGA uses Xilinx´s JbitsTM interface to control the generation of bit stream configuration data and the XHWIF portable hardware interface to communicate with a variety of commercially available FPGA-based hardware. EAFPGA, JBits, and XHWIF are currently being ported to the Xilinx VirtexTM family of devices, which will provide greatly, increased reconfiguration speed and circuit density.
Keywords :
evolutionary computation; field programmable gate arrays; high level languages; logic arrays; FPGA; Handel-C; Xilinx Jbits; Xilinx Virtex; evolutionary algorithm; evolutionary hardware system; field programmable gate array; field programmable logic array; hardware compilation system; high level language; Communication system control; Control systems; Evolutionary computation; Field programmable gate arrays; Hardware; High level languages; Logic devices; Motion control; Programmable logic arrays; Read-write memory; Evolutionary Algorithm; FPGA; Handel-C;
Conference_Titel :
Computing, Communication, Control, and Management, 2009. CCCM 2009. ISECS International Colloquium on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-4247-8
DOI :
10.1109/CCCM.2009.5268044