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» Verification and Validation and Artificial Intelligence
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CEC
2009
IEEE
14 years 3 months ago
The engineering of concurrent simulations of complex systems
— Concurrent process-oriented programming is a natural medium for simulating complex systems, particularly systems where many simple components interact in an environment (which ...
Fiona A. C. Polack, Paul S. Andrews, Adam T. Samps...
ICTAI
2009
IEEE
14 years 3 months ago
Cross-Media Knowledge Extraction in the Car Manufacturing Industry
In this paper, we present a novel framework for machine learning-based cross-media knowledge extraction. The framework is specifically designed to handle documents composed of th...
José Iria, Spiros Nikolopoulos, Martin Mozi...
CEC
2007
IEEE
14 years 3 months ago
On the adaptation of noise level for stochastic optimization
— This paper deals with the optimization of noisy fitness functions, where the noise level can be reduced by increasing the computational effort. We theoretically investigate th...
Olivier Teytaud, Anne Auger
CEC
2005
IEEE
14 years 2 months ago
On the convergence of multi-parent genetic algorithms
Abstract— This paper presents a Markov model for the convergence of multi-parent genetic algorithms (MPGAs). The proposed model formulates the variation of gene frequency caused ...
Chuan-Kang Ting
EVOW
2005
Springer
14 years 2 months ago
Analyzing Fitness Landscapes for the Optimal Golomb Ruler Problem
We focus on the Golomb ruler problem, a hard constrained combinatorial optimization problem. Two alternative encodings are considered, one based on the direct representation of sol...
Carlos Cotta, Antonio J. Fernández