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Titlebook: Learning and Intelligent Optimization; 4th International Co Christian Blum,Roberto Battiti Conference proceedings 2010 Springer-Verlag Berl

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A Linear Approximation of the Value Function of an Approximate Dynamic Programming Approach for the alue function in the set partitioning problem. The decision problem is a modification of the set partitioning problem so that it can be solved by the route generation approach. Numerical results for evaluating this approach is also given.
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A Network Approach for Restructuring the Korean Freight Railway Considering Customer Behaviore model is designed to support decision-making on capacity expansion of rail terminals in order to minimize demand loss during restructuring. A network based approximation technique is presented to handle customer behavior on demand loss.
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Convergence of Probability Collectives with Adaptive Choice of Temperature Parameters[4] where agents should coordinate to achieve a common goal. In most of these cases a centralized solution is inefficient because of the scale and the complexity of the problems and thus distributed solutions are required.
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Generative Topographic Mapping for Dimension Reduction in Engineering Designl burden caused by this ‘curse of dimensionality’ can be avoided by reducing the dimension of the problem. This work describes a dimension reduction method called generative topographic mapping. Unlike the earlier practice of removing irrelevant design variables for dimension reduction, this method
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