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GECCO
2004
Springer
131views Optimization» more  GECCO 2004»
15 years 11 months ago
PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints
Estimation of distribution algorithms (EDAs) are population-based heuristic search methods that use probabilistic models of good solutions to guide their search. When applied to co...
Jörn Grahl, Franz Rothlauf
EOR
2006
57views more  EOR 2006»
15 years 6 months ago
Routing and wavelength assignment by partition colouring
The problem of routing and wavelength assignment in all-optical networks may be solved by a combined approach involving the computation of alternative routes for the lightpaths, f...
Thiago F. Noronha, Celso C. Ribeiro
FLAIRS
2004
15 years 7 months ago
MultiDE: A Simple, Powerful Differential Evolution Algorithm for Finding Multiple Global Optima
This paper presents multiDE, an extension of Price and Storn's differential evolution (DE) algorithm that consistently outperforms state-of-the-art search techniques for iden...
Zachary V. Hendershot, Frank W. Moore
ICRA
2003
IEEE
147views Robotics» more  ICRA 2003»
15 years 11 months ago
A genetic algorithm for simultaneous localization and mapping
— This paper addresses the problem of simultaneous localization and mapping (SLAM) by a mobile robot. The SLAM problem is defined as a global optimization problem in which the o...
Tom Duckett
GECCO
2007
Springer
437views Optimization» more  GECCO 2007»
16 years 17 days ago
A gestalt genetic algorithm: less details for better search
The basic idea to defend in this paper is that an adequate perception of the search space, sacrificing most of the precision, can paradoxically accelerate the discovery of the mo...
Christophe Philemotte, Hugues Bersini