Title :
Automated hardware design using genetic programming, VHDL, and FPGAs
Author :
Popp, Robert L. ; Montana, David J. ; Gassner, Richard R. ; Vidaver, Gordon ; Iyer, Suraj
Author_Institution :
Alphatech Inc., Burlington, MA, USA
Abstract :
We have developed a completely automated approach to hardware design based on integrating three core technologies into one comprehensive system, namely genetic programming (GP), the VHSIC Hardware Description Language (VHDL) and field programmable gate arrays (FPGAs). Our system uses an automated GP engine, as opposed to a human designer, to evolve a hardware design composed of one or more FPGAs that will maximally achieve an application´s software requirements. Several variants of our system exist; other variants are currently under development. The focus of this paper is to describe our original system design and its most recent revision to date
Keywords :
circuit optimisation; configuration management; field programmable gate arrays; genetic algorithms; hardware description languages; logic CAD; FPGA; VHDL; VHSIC Hardware Description Language; automated hardware design; field programmable gate arrays; genetic programming; hardware design evolution; software requirements; system variants; Adaptive systems; Application software; Design optimization; Encoding; Engines; Field programmable gate arrays; Genetic programming; Hardware design languages; Humans; Very high speed integrated circuits;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.724979