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88
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GECCO
2007
Springer
166views Optimization» more  GECCO 2007»
15 years 7 months ago
Comparison of tree and graph encodings as function of problem complexity
In this paper, we analyze two general-purpose encoding types, trees and graphs systematically, focusing on trends over increasingly complex problems. Tree and graph encodings are ...
Michael D. Schmidt, Hod Lipson
92
Voted
AUSAI
2004
Springer
15 years 6 months ago
An ACO Algorithm for the Most Probable Explanation Problem
We describe an Ant Colony Optimization (ACO) algorithm, ANT-MPE, for the most probable explanation problem in Bayesian network inference. After tuning its parameters settings, we c...
Haipeng Guo, Prashanth R. Boddhireddy, William H. ...
103
Voted
AGP
1999
IEEE
15 years 5 months ago
The Relative Complement Problem for Higher-Order Patterns
We address the problem of complementing higher-order patterns without repetitions of free variables. Differently from the first-order case, the complement of a pattern cannot, in ...
Alberto Momigliano, Frank Pfenning
EVOW
2006
Springer
15 years 4 months ago
Fast EAX Algorithm Considering Population Diversity for Traveling Salesman Problems
This paper proposes an evolutionary algorithm (EA) that is applied to the traveling salesman problem (TSP). Existing approximation methods to address the TSP known to be state-of-t...
Yuichi Nagata
112
Voted
AIPS
2007
15 years 3 months ago
Temporally-Expressive Planning as Constraint Satisfaction Problems
Due to its important practical applications, temporal planning is of great research interest in artificial intelligence. Yet most of the work in this area so far is limited in at...
Yuxiao Hu