402 search results - page 16 / 81 » Random Search for Hyper-Parameter Optimization |
93
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STACS
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. In recent years, probabilistic analyses of algorithms have received increasing attention. Despite results on the average-case complexity and smoothed complexity of exact ...
GECCO
2000
Springer
15 years 1 months ago
2000
Springer
We present an "adaptive multi-start" genetic algorithm for the Euclidean traveling salesman problem that uses a population of tours locally optimized by the Lin-Kernigha...
103
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TEC
2002
14 years 9 months ago
2002
In this paper, we describe a new incomplete approach for solving constraint satisfaction problems (CSPs) based on the ant colony optimization (ACO) metaheuristic. The idea is to us...
WEA
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. The maximum diversity problem (MDP) consists of identifying optimally diverse subsets of elements from some larger collection. The selection of elements is based on the d...
74
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ICANNGA
2007
Springer
15 years 1 months ago
2007
Springer
Abstract. In this paper, five previous Particle Swarm Optimization (PSO) algorithms for multimodal function optimization are reviewed. A new and a successful PSO based algorithm, n...