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Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies / Edition 1

Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies / Edition 1

by Donald E. Brown

ISBN-10: 0792391063

ISBN-13: 9780792391067

Pub. Date: 08/31/1990

Publisher: Springer Netherlands

Product Details

Springer Netherlands
Publication date:
Edition description:
Product dimensions:
8.27(w) x 11.69(h) x 0.24(d)

Table of Contents

I. Search.- Toward the Modeling, Evaluation and Optimization of Search Algorithms.- Genetic Algorithms Applications to Set Covering and Traveling Salesman Problems.- Discovering and Refining Algorithms Through Machine Learning.- II. Uncertainty Management.- Using Probabilities as Control Knowledge to Search for Relevant Problem Models in Automated Reasoning.- On the Marshalling of Evidence and the Structuring of Argument.- Hybrid Systems for Failure Diagnosis.- III. Imprecise Reasoning.- Default Reasoning Through Integer Linear Programming.- The Problem of Determining Membership Values in Fuzzy Sets in Real World Situations.- IV. Decision Analysis and Decision Support.- Applications of Utility Theory in Artificial Intelligence Research.- A Multicriteria Stratification Framework for Uncertainty and Risk Analysis.- Dispute Mediation: A Computer Model.- V. Mathematical Programming and AI.- Eliciting Knowledge Representation Schema for Linear Programming Formulation.- A Knowledge Base for Integer Programming—A Meta-OR Approach.- VI. Performance Analysis and Complexity Management of Expert Systems.- Validator, A Tool for Verifying and Validating Personal Computer Based Expert Systems.- Measuring and Managing Complexity in Knowledge-Based Systems: A Network and Mathematical Programming Approach.- Pragmatic Information-Seeking Strategies for Expert Classification Systems.- VII. Applications.- A Knowledge- and Optimization-Based Approach to Scheduling in Automated Manufacturing Systems.- An Integrated Management Information System for Wastewater Treatment Plants.- About the Authors.

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