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» Parameter-Less Hierarchical BOA
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GECCO
2007
Springer
168views Optimization» more  GECCO 2007»
13 years 11 months ago
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses
Mark Hauschild, Martin Pelikan, Cláudio F. ...
GECCO
2009
Springer
13 years 9 months ago
Intelligent bias of network structures in the hierarchical BOA
Mark Hauschild, Martin Pelikan
GECCO
2000
Springer
108views Optimization» more  GECCO 2000»
13 years 9 months ago
Hierarchical Problem Solving and the Bayesian Optimization Algorithm
The paper discusses three major issues. First, it discusses why it makes sense to approach problems in a hierarchical fashion. It de nes the class of hierarchically decomposable f...
Martin Pelikan, David E. Goldberg
GECCO
2004
Springer
104views Optimization» more  GECCO 2004»
13 years 10 months ago
Simultaneity Matrix for Solving Hierarchically Decomposable Functions
The simultaneity matrix is an × matrix of numbers. It is constructed according to a set of -bit solutions. The matrix element mij is the degree of linkage between bit positions i ...
Chatchawit Aporntewan, Prabhas Chongstitvatana
GECCO
2004
Springer
127views Optimization» more  GECCO 2004»
13 years 10 months ago
Computational Complexity and Simulation of Rare Events of Ising Spin Glasses
We discuss the computational complexity of random 2D Ising spin glasses, which represent an interesting class of constraint satisfaction problems for black box optimization. Two ex...
Martin Pelikan, Jiri Ocenasek, Simon Trebst, Matth...