A Set of Examples of Global and Discrete Optimization (eBook, PDF)
Jonas Mockus
eBook, PDF

A Set of Examples of Global and Discrete Optimization (eBook, PDF)

Applications of Bayesian Heuristic Approach

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This book shows how the Bayesian Approach (BA) improves well known heuristics by randomizing and optimizing their parameters. That is the Bayesian Heuristic Approach (BHA). The ten in-depth examples are designed to teach Operations Research using Internet. Each example is a simple representation of some impor tant family of real-life problems. The accompanying software can be run by remote Internet users. The supporting web-sites include software for Java, C++, and other lan guages. A theoretical setting is described in which one can discuss a Bayesian adaptive choice of heuristics for discret...

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