Parallel Approach to the Functional Decomposition of Logical Functions Using Developmental Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{conf/ppam/DeniziakW11,
-
author = "Stanislaw Deniziak and Karol Wieczorek",
-
title = "Parallel Approach to the Functional Decomposition of
Logical Functions Using Developmental Genetic
Programming",
-
booktitle = "9th International Conference on Parallel Processing
and Applied Mathematics (PPAM 2011) Part I",
-
year = "2011",
-
editor = "Roman Wyrzykowski and Jack Dongarra and
Konrad Karczewski and Jerzy Wasniewski",
-
volume = "7203",
-
series = "Lecture Notes in Computer Science",
-
pages = "406--415",
-
address = "Torun, Poland",
-
month = sep # " 11-14",
-
publisher = "Springer",
-
note = "Revised Selected Papers",
-
keywords = "genetic algorithms, genetic programming, developmental
genetic programming, parallel processing, functional
decomposition, FPGA devices",
-
isbn13 = "978-3-642-31463-6",
-
DOI = "doi:10.1007/978-3-642-31464-3_41",
-
size = "10 pages",
-
abstract = "Functional decomposition is the main step in the
FPGA-oriented logic synthesis, where a function is
decomposed into a set of functions, each of which must
be simple enough to be implementable in one logic cell.
This paper presents a method of searching for the best
decomposition strategy for logical functions specified
by cubes. The strategy is represented by a decision
tree, where each node corresponds to a single
decomposition step. In that way the multistage
decomposition of complex logical functions may be
specified. The tree evolves using the parallel
developmental genetic programming. The goal of the
evolution is to find a decomposition strategy for which
the cost of FPGA implementation of a given function is
minimal. Experimental results show that our approach
gives significantly better results than other existing
methods.",
-
affiliation = "Departament of Computer Science, Kielce University of
Technology, Poland",
-
bibdate = "2012-07-04",
-
bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/ppam/ppam2011-1.html#DeniziakW11",
- }
Genetic Programming entries for
Stanislaw Deniziak
Karol Wieczorek
Citations