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» Design of Iterated Local Search Algorithms
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GECCO
2010
Springer
169views Optimization» more  GECCO 2010»
14 years 11 months ago
Stochastic local search in continuous domains: questions to be answered when designing a novel algorithm
Several population-based methods (with origins in the world of evolutionary strategies and estimation-of-distribution algorithms) for black-box optimization in continuous domains ...
Petr Posik
CIBCB
2009
IEEE
14 years 10 months ago
rnaDesign: Local search for RNA secondary structure design
Abstract-- The RNA secondary structure design (SSD) problem is a recently emerging research topic motivated by applications such as customized drug design and the self-assembly of ...
Denny C. Dai, Herbert H. Tsang, Kay C. Wiese
NIPS
2003
14 years 11 months ago
Bounded Finite State Controllers
We describe a new approximation algorithm for solving partially observable MDPs. Our bounded policy iteration approach searches through the space of bounded-size, stochastic fini...
Pascal Poupart, Craig Boutilier
EC
2010
157views ECommerce» more  EC 2010»
14 years 9 months ago
Memetic Algorithms for Continuous Optimisation Based on Local Search Chains
Memetic algorithms with continuous local search methods have arisen as effective tools to address the difficulty of obtaining reliable solutions of high precision for complex cont...
Daniel Molina, Manuel Lozano, Carlos García...