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9781402072956

Computational Modeling and Problem Solving in the Networked World Interfaces in Computer Science and Operations Research

Computational Modeling and Problem Solving in the Networked World Interfaces in Computer Science and Operations Research
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  • ISBN-13: 9781402072956
  • ISBN: 1402072953
  • Publisher: Springer

AUTHOR

Bhargava, H. K., Ye, Nong

SUMMARY

The first section of Computational Modeling and Problem Solving in the Networked World focuses on the reflective and integrative thinking that is critical to contemporary science - "Perspectives on Computation." This section presents philosophical perspectives on computation, covering a variety of traditional and newer modeling, solving, and explaining mathematical models. The "Machine Learning & Heuristics" section includes articles that study machine learning and computational heuristics, and is followed by the "Algorithm Performance" section that addresses issues in performance testing of solution algorithms and heuristics. These two sections demonstrate the richness of thinking about solution methods that is made possible by the confluence of Computer Science and Operations Research. The final "Applications" section demonstrates how these and other methods at the interface can be used to help solve problems in the real world, covering e-commerce, workflow, electronic negotiation, music, parallel computation, and telecommunications.Bhargava, H. K. is the author of 'Computational Modeling and Problem Solving in the Networked World Interfaces in Computer Science and Operations Research' with ISBN 9781402072956 and ISBN 1402072953.

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