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 / edited by Hemant K. Bhargava, Nong Ye.

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 va...

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Bibliographic Details
Online Access: Full Text (via Springer)
Main Author: Bhargava, H. K. (Hemant K.)
Other Authors: Ye, Nong
Format: eBook
Language:English
Published: Boston, MA : Springer US, 2003.
Series:Operations research/computer science interfaces series ; 21.
Subjects:
Mathematics.
Artificial intelligence.
Mathematical optimization.
Operations research.
Table of 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.

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