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» No free lunch: 1995-2008
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ALGORITHMICA
2010
110views more  ALGORITHMICA 2010»
15 years 5 months ago
Continuous Lunches Are Free Plus the Design of Optimal Optimization Algorithms
Anne Auger, Olivier Teytaud
PAMI
2012
13 years 9 months ago
Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem
Abstract—We consider two desired properties of learning algorithms: sparsity and algorithmic stability. Both properties are believed to lead to good generalization ability. We sh...
Huan Xu, Constantine Caramanis, Shie Mannor
GECCO
2006
Springer
137views Optimization» more  GECCO 2006»
15 years 10 months ago
Structure and metaheuristics
Metaheuristics have often been shown to be effective for difficult combinatorial optimization problems. The reason for that, however, remains unclear. A framework for a theory of ...
Yossi Borenstein, Riccardo Poli
174
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AUSAI
2005
Springer
15 years 8 months ago
A Comparison of Evolutionary Methods for the Discovery of Local Search Heuristics
Abstract. Methods of adaptive constraint satisfaction have recently become of interest to overcome the limitations imposed on “black-box” search algorithms by the no free lunch...
Stuart Bain, John Thornton, Abdul Sattar