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Multilayer Perceptron: Architecture Optimization and Training
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016-09)
The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence ...
Solving the Weighted Constraint Satisfaction Problems Via the Neural Network Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016-09)
A wide variety of real world optimization problems
can be modelled as Weighted Constraint Satisfaction Problems
(WCSPs). In this paper, we model this problem in terms of in
original 0-1 quadratic programming subject to ...