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TSMC
2008
109views more  TSMC 2008»
13 years 7 months ago
Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization
In most real-world problems, we either know little about the problems or the problems are too complex to have a clear vision on how to decompose them by hand. Thus, it is usually d...
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
FOCS
1990
IEEE
13 years 11 months ago
Matrix Decomposition Problem Is Complete for the Average Case
The first algebraic average-case complete problem is presented. It is arguably the simplest natural average-case complete problem to date.
Yuri Gurevich
IJCGA
2006
79views more  IJCGA 2006»
13 years 7 months ago
Well-constrained Completion and Decomposition for under-constrained Geometric Constraint Problems
In this paper, we consider the optimal well-constrained completion problem, that is, for an under-constrained geometric constraint problem, add automatically new constraints in suc...
Gui-Fang Zhang, Xiao-Shan Gao
GECCO
2010
Springer
156views Optimization» more  GECCO 2010»
13 years 11 months ago
Elementary landscape decomposition of the quadratic assignment problem
The Quadratic Assignment Problem (QAP) is a well-known NP-hard combinatorial optimization problem that is at the core of many real-world optimization problems. We prove that QAP c...
J. Francisco Chicano, Gabriel Luque, Enrique Alba
GECCO
2006
Springer
13 years 11 months ago
MOGE: GP classification problem decomposition using multi-objective optimization
A novel approach to classification is proposed in which a Paretobased ranking of individuals is used to encourage multiple individuals to participate in the solution. To do so, th...
Andrew R. McIntyre, Malcolm I. Heywood