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137
Voted
GECCO
2000
Springer
182views Optimization» more  GECCO 2000»
15 years 7 months ago
A Novel Evolvable Hardware Framework for the Evolution of High Performance Digital Circuits
This paper presents a novel evolvable hardware framework for the automated design of digital circuits for high performance applications. The technique evolves circuits correspondi...
Ben I. Hounsell, Tughrul Arslan
113
Voted
GECCO
2000
Springer
101views Optimization» more  GECCO 2000»
15 years 7 months ago
Polynomial Time Summary Statistics for Two general Classes of Functions
In previous work we showed, by Walsh analysis, that summary statistics such as mean, variance, skew, and higher order statistics can be computed in polynomial time for embedded la...
Robert B. Heckendorn
140
Voted
GECCO
2000
Springer
142views Optimization» more  GECCO 2000»
15 years 7 months ago
Improving EAs for Sequencing Problems
Sequencing problems have to be solved very often in VLSI CAD. To obtain results of high quality, Evolutionary Algorithms (EAs) have been successfully applied in many cases. Howeve...
Wolfgang Günther, Rolf Drechsler
134
Voted
GECCO
2000
Springer
113views Optimization» more  GECCO 2000»
15 years 7 months ago
A Non-Linear Schema Theorem for Genetic Algorithms
We generalize Holland's Schema Theorem to the setting that genes are arranged, not necessarily in a linear sequence, but as the nodes in a connected graph. We have experiment...
William A. Greene
149
Voted
GECCO
2000
Springer
113views Optimization» more  GECCO 2000»
15 years 7 months ago
The Effects of Locality on the Dynamics of Decoder-Based Evolutionary Search
The success of decoder-based evolutionary algorithms (EAs) strongly depends on the achieved locality of operators and decoders. Most approaches to investigate locality properties ...
Jens Gottlieb, Günther R. Raidl