15 search results - page 1 / 3 » Initial Population Construction for Convergence Improvement ... |
EMO
2005
Springer
13 years 10 months ago
2005
Springer
Nearly all Multi-Objective Evolutionary Algorithms (MOEA) rely on random generation of initial population. In large and complex search spaces, this random method often leads to an ...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
A quality-time analysis of multi-objective evolutionary algorithms (MOEAs) based on schema theorem and building blocks hypothesis is developed. A bicriteria OneMax problem, a hypo...
ICANNGA
2007
Springer
13 years 6 months ago
2007
Springer
Significant improvement over a patented lens design is achieved using multi-objective evolutionary optimization. A comparison of the results obtained from NSGA2 and ε-MOEA is done...
PPSN
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. We introduce a model for cooperative coevolutionary algorithms (CCEAs) using partial mixing, which allows us to compute the expected long-run convergence of such algorith...
AE
2009
Springer
13 years 5 months ago
2009
Springer
Abstract. This paper presents a new Memetic Algorithm (MA) designed to compute near-optimal solutions for the covering array construction problem. It incorporates several distingui...