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117
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CEC
2008
IEEE
15 years 8 months ago
High-level synthesis with multi-objective genetic algorithm: A comparative encoding analysis
— The high-level synthesis process involves three interdependent and NP-complete optimization problems: (i) the operation scheduling, (ii) the resource allocation, and (iii) the ...
Christian Pilato, Daniele Loiacono, Fabrizio Ferra...
91
Voted
GECCO
2008
Springer
112views Optimization» more  GECCO 2008»
15 years 2 months ago
Parameter-less evolutionary search
The paper presents the parameter-less implementation of an evolutionary-based search. It does not need any predefined control parameters values, which are usually used for geneti...
Gregor Papa
AE
2003
Springer
15 years 7 months ago
From Royal Road to Epistatic Road for Variable Length Evolution Algorithm
Although there are some real world applications where the use of variable length representation (VLR) in Evolutionary Algorithm is natural and suitable, an academic framework is la...
Michael Defoin-Platel, Sébastien Vér...
133
Voted
SDM
2007
SIAM
184views Data Mining» more  SDM 2007»
15 years 3 months ago
Mining Naturally Smooth Evolution of Clusters from Dynamic Data
Many clustering algorithms have been proposed to partition a set of static data points into groups. In this paper, we consider an evolutionary clustering problem where the input d...
Yi Wang, Shi-Xia Liu, Jianhua Feng, Lizhu Zhou
GECCO
2006
Springer
186views Optimization» more  GECCO 2006»
15 years 5 months ago
Comparison of multi-modal optimization algorithms based on evolutionary algorithms
Many engineering optimization tasks involve finding more than one optimum solution. The present study provides a comprehensive review of the existing work done in the field of mul...
Gulshan Singh, Kalyanmoy Deb