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

Author: H K Bhargava; Nong Ye
Publisher: Boston, MA : Springer US, 2003.
Series: Operations research/computer science interfaces series, 21.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: H K Bhargava; Nong Ye
ISBN: 9781461510437 1461510430
OCLC Number: 852788590
Description: 1 online resource (xi, 325 pages).
Contents: I. Perspectives on Computation --
1. A Framework for Integrating Solution Methods --
2. Computational Modeling And Explanation: Opportunities for the Information and Management Sciences --
II. Machine Learning & Heuristics --
3. Extremal Optimization: an Evolutionary Local-Search Algorithm --
4. Tabu and Scatter Search for Artificial Neural Networks --
5. A Machine-Learning Approach to Optimal Bid Pricing --
III. Algorithm Performance --
6. Grasp with Adaptive Memory Programming for Finding Good Starting Solutions to the Multicommodity Capacitated Network Design Problem --
7. Analyzing the Impact Of Knowledge on Algorithm Performance in Discrete Optimization --
8. A Computational Study of Three Demon Algorithm Variants for Solving the Traveling Salesman Problem --
9. Improved PTAS for The Unit-Height Rectangle Packing Problem: A New Dynamic Programming Procedure --
IV. Applications --
10. Mending the Lag between Commerce and Research: A Logic- based Workflow Verification Approach --
11. Batching Techniques for Task Allocation in Workflow Systems? Towards Effective Role Resolution --
12. RECO: Representation and evaluation of configurable offers --
13. Mapping MIDI to the Spiral Array: Disambiguating Pitch Spellings --
14. Fluid Models for Parallel Processor Allocation --
15. Identifying Investment Opportunities in International Telecommunications Markets using Regression Models.
Series Title: Operations research/computer science interfaces series, 21.
Responsibility: edited by Hemant K. Bhargava, Nong Ye.

Abstract:

This book is a compilation of a selected subset of research articles presented at the Eighth INFORMS Computing Society Conference, held in Chandler, Arizona, from January 8 to 10, 2003.  Read more...

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