Result Details

Evolutionary Development of Generic Multipliers: Initial Results

BIDLO, M. Evolutionary Development of Generic Multipliers: Initial Results. Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2007. p. 405-412. ISBN: 0-7695-2866-X.
Type
conference paper
Language
English
Authors
Bidlo Michal, doc. Ing., Ph.D., DCSY (FIT)
Abstract

A system is presented utilizing a simple genetic algorithm combined with a developmental model for the evolutionary design of generic structures of combinational multipliers. An artificial environment is introduced into the system interpreted as an external control of the developmental process allowing to design irregular structures (inspired by the irregularity observed in conventional multipliers). Two sorts of experiments were conducted in order to demonstrate the ability of the system to adapt to different environments. The approach presented in this paper poses the first case in the field of the evolutionary design when generic multipliers have been evolved by means of the development.

Keywords

Genetic algorithm, development, environment, combinational multiplier

URL
Published
2007
Pages
405–412
Proceedings
Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems
Conference
NASA/ESA Conference on Adaptive Hardware and Systems
ISBN
0-7695-2866-X
Publisher
IEEE Computer Society
Place
Los Alamitos
BibTeX 
@inproceedings{BUT28811,
  author="Michal {Bidlo}",
  title="Evolutionary Development of Generic Multipliers: Initial Results",
  booktitle="Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems",
  year="2007",
  pages="405--412",
  publisher="IEEE Computer Society",
  address="Los Alamitos",
  isbn="0-7695-2866-X",
  url="http://www.fit.vutbr.cz/~bidlom/Papers/2007/ahs2007.pdf"
}
Projects
Integrated approach to education of PhD students in the area of parallel and distributed systems, GACR, Doktorské granty, GD102/05/H050, start: 2005-01-01, end: 2008-12-31, completed
Methods of polymorphic digital circuit design, GACR, Standardní projekty, GA102/06/0599, start: 2006-01-01, end: 2008-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Research groups
Evolvable Hardware Research Group (RG EHW)
Departments
Department of Computer Systems (DCSY)
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