Operations research and artificial intelligence

著者

書誌事項

Operations research and artificial intelligence

C.W. Holsapple, V.S. Jacob, A.B. Whinston

Ablex Pub. Corp., c1994

  • : pbk

大学図書館所蔵 件 / 全18件

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注記

Includes bibliographical references and indexes

内容説明・目次

巻冊次

ISBN 9781567500356

内容説明

This book provides conceptual underpinnings for relating artificial intelligence (AI) to operation research (OR), tutorials on basic AI tools and techniques with thorough reference lists, and suggestive examples that connect AI and OR in various ways.

目次

PREFACE       ix   PART I: Decision Support Systems: A Meeting Place for OR and AI 1 A COMMON GROUND FOR OPERATIONS RESEARCH AND ARTIFICIAL INTELLIGENCE       3        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   2 MODEL MANAGEMENT       22        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   PART II: AI Approaches to Managing Knowledge 3 REPRESENTING KNOWLEDGE IN LISP       41        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   4 OBJECT-ORIENTED KNOWLEDGE REPRESENTATION       58        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   5 REPRESENTING AND PROCESSING KNOWLEDGE VIA FORMAL LOGIC       71       C. W. Holsapple, V. S. Jacob, and A. B. Whinston   6 STATE SPACE KNOWLEDGE REPRESENTATION AND PROCESSING       92        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   7 MANAGING REASONING KNOWLEDGE IN EXPERT SYSTEMS       107         C. W. Holsapple, V. S. Jacob, and A. B. Whinston   PART III: Facilitating the Use of Operations Research 8 ADAPTING PREDICATE LOGIC TO SOLVER MANAGEMENT       123        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   9 ANCILLARY DEVELOPMENT FACILITIES       139         C. W. Holsapple, V. S. Jacob, and A. B. Whinston   10 HYPERKNOWLEDGE, AN ENVIRONMENT FOR MODEL MANAGEMENT       154        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   PART IV: Machine Learning 11 MACHINE LEARNING AND THE GENETIC ALGORITHM STRATEGY       167         Ramakrishnan Pakath   12 NEURAL NETWORKS: CONCEPTS, LEARNING, AND APPLICATIONS       185        Ramakrishnan Pakath   NAME INDEX       199 SUBJECT INDEX       205       
巻冊次

: pbk ISBN 9781567500363

内容説明

This book provides conceptual underpinnings for relating artificial intelligence (AI) to operation research (OR). It includes tutorials on basic AI tools and techniques with thorough reference lists, as well as suggestive examples that connect AI and OR in various ways.

目次

PREFACE       ix   PART I: Decision Support Systems: A Meeting Place for OR and AI 1 A COMMON GROUND FOR OPERATIONS RESEARCH AND ARTIFICIAL INTELLIGENCE       3        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   2 MODEL MANAGEMENT       22        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   PART II: AI Approaches to Managing Knowledge 3 REPRESENTING KNOWLEDGE IN LISP       41        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   4 OBJECT-ORIENTED KNOWLEDGE REPRESENTATION       58        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   5 REPRESENTING AND PROCESSING KNOWLEDGE VIA FORMAL LOGIC       71       C. W. Holsapple, V. S. Jacob, and A. B. Whinston   6 STATE SPACE KNOWLEDGE REPRESENTATION AND PROCESSING       92        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   7 MANAGING REASONING KNOWLEDGE IN EXPERT SYSTEMS       107         C. W. Holsapple, V. S. Jacob, and A. B. Whinston   PART III: Facilitating the Use of Operations Research 8 ADAPTING PREDICATE LOGIC TO SOLVER MANAGEMENT       123        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   9 ANCILLARY DEVELOPMENT FACILITIES       139         C. W. Holsapple, V. S. Jacob, and A. B. Whinston   10 HYPERKNOWLEDGE, AN ENVIRONMENT FOR MODEL MANAGEMENT       154        C. W. Holsapple, V. S. Jacob, and A. B. Whinston   PART IV: Machine Learning 11 MACHINE LEARNING AND THE GENETIC ALGORITHM STRATEGY       167         Ramakrishnan Pakath   12 NEURAL NETWORKS: CONCEPTS, LEARNING, AND APPLICATIONS       185        Ramakrishnan Pakath   NAME INDEX       199 SUBJECT INDEX       205       

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