Title
A Stepwise Dimension Reduction Approach to Evolutionary Design of Relative Large Combinational Logic Circuits
Abstract
In this paper, a stepwise dimension reduction (SDR) approach to evolutionary design of relatively large combinational logic circuits is proposed. The proposed method divides the whole circuit into several layers. As for a circuit with one output, the number of input combinations is expected to be reduced layer-by-layer. The current layer's outputs are the next layer's inputs. All layers are evolved separately one after another, and assembled to form a final solution. The experimental results of SDR on parities, multipliers and circuits taken from MCNC library are comparable with those of GDD. Especially, the 19-parity circuit can be evolved successfully.
Year
DOI
Venue
2008
10.1007/978-3-540-85857-7_5
ICES
Keywords
Field
DocType
stepwise dimension reduction approach,evolutionary design,next layer,large combinational logic circuits,final solution,19-parity circuit,current layer,whole circuit,large combinational logic circuit,mcnc library,dimension reduction,layer by layer
Sequential logic,Dimensionality reduction,Evolutionary algorithm,Aerospace engineering,Electronic engineering,Evolvable hardware,Combinational logic,Engineering,Electronic circuit,Computer engineering
Conference
Volume
ISSN
Citations 
5216
0302-9743
3
PageRank 
References 
Authors
0.43
17
3
Name
Order
Citations
PageRank
Zhifang Li1152.45
Wenjian Luo235640.95
Xufa Wang360839.62