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AAAI
2006
13 years 8 months ago
A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms
The expected first hitting time is an important issue in theoretical analyses of evolutionary algorithms since it implies the average computational time complexity. In this paper,...
Yang Yu, Zhi-Hua Zhou
CEC
2005
IEEE
14 years 1 months ago
Complexity transitions in evolutionary algorithms: evaluating the impact of the initial population
Abstract- This paper proposes an evolutionary approach for the composition of solutions in an incremental way. The approach is based on the metaphor of transitions in complexity di...
Anne Defaweux, Tom Lenaerts, Jano I. van Hemert, J...
GECCO
2003
Springer
160views Optimization» more  GECCO 2003»
14 years 19 days ago
Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems
Estimation of Distribution Algorithms (EDAs) are new promising methods in the field of genetic and evolutionary algorithms. In the case of conventional Genetic and Evolutionary Al...
Hisashi Handa
ICAISC
2004
Springer
14 years 24 days ago
An Evolutionary Algorithm for Oblique Decision Tree Induction
In the paper, a new evolutionary approach to induction of oblique decision trees is described. In each non-terminal node, the specialized evolutionary algorithm is applied to searc...
Marek Kretowski
ICES
2005
Springer
138views Hardware» more  ICES 2005»
14 years 28 days ago
A Flexible On-Chip Evolution System Implemented on a Xilinx Virtex-II Pro Device
Abstract. There have been introduced a number of systems with evolvable hardware on a single chip. To overcome the lack of flexibility in these systems, we propose a single-chip e...
Kyrre Glette, Jim Torresen