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» No free lunch: 1995-2008
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GECCO
2008
Springer
155views Optimization» more  GECCO 2008»
13 years 8 months ago
A no-free-lunch framework for coevolution
The No-Free-Lunch theorem is a fundamental result in the field of black-box function optimization. Recent work has shown that coevolution can exhibit free lunches. The question a...
Travis C. Service, Daniel R. Tauritz
EMO
2003
Springer
86views Optimization» more  EMO 2003»
14 years 19 days ago
No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems
Abstract. The classic NFL theorems are invariably cast in terms of single objective optimization problems. We confirm that the classic NFL theorem holds for general multiobjective ...
David Corne, Joshua D. Knowles
GECCO
2003
Springer
14 years 19 days ago
Two Broad Classes of Functions for Which a No Free Lunch Result Does Not Hold
We identify classes of functions for which a No Free Lunch result does and does not hold, with particular emphasis on the relationship between No Free Lunch and problem description...
Matthew J. Streeter
EC
2008
103views ECommerce» more  EC 2008»
13 years 7 months ago
A Graphical Model for Evolutionary Optimization
We present a statistical model of empirical optimization that admits the creation of algorithms with explicit and intuitively defined desiderata. Because No Free Lunch theorems di...
Christopher K. Monson, Kevin D. Seppi
FOGA
1998
13 years 8 months ago
Dining with GAs: Operator Lunch Theorems
There has been considerable discussion of the pros/cons of recombination and mutation operators in the context of Holland's schema theory. In this paper we de ne a common fra...
William M. Spears, Kenneth A. De Jong