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158
Voted
JMLR
2010
14 years 9 months ago
2010
We propose to solve the combinatorial problem of finding the highest scoring Bayesian network structure from data. This structure learning problem can be viewed as an inference pr...
126
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EVOW
2005
Springer
15 years 8 months ago
2005
Springer
This paper presents the Scatter Search Particle Filter (SSPF) algorithm and its application to the Dynamic Travelling Salesman Problem (DTSP). SSPF combines sequential estimation a...
107
Voted
GECCO
2008
Springer
15 years 3 months ago
2008
Springer
In this paper a new approach to solve constrained multi-objective problems by way of evolutionary multi-objective optimization is introduced. In contrast to former evolutionary ap...
107
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COMPUTING
2006
15 years 2 months ago
2006
Abstract We are dealing with the optimal, i.e. densest packings of congruent circles into the unit square. In the recent years we have built a numerically reliable, verified method...
125
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CEC
2005
IEEE
15 years 4 months ago
2005
IEEE
Abstract- This paper presents an approach of using Differential Evolution (DE) to solve dynamic optimization problems. Careful setting of parameters is necessary for DE algorithms ...