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Logic Program Synthesis from Incomplete Information

Pierre FLENER, 1964-, Bilkent University, Ankara, Turkey

Series: The Kluwer International Series in Engineering and Computer Science, Volume 295

Publisher : Kluwer Academic Publishers - Boston

Bibliographic :

DESCRIPTION :

Program synthesis is a solution to the software crisis. If we had a program that develops correct programs from specifications, then program validation and maintenance would disappear from the software life-cycle, and one could focus on the more creative tasks of specification elaboration, validation, and maintenance, because replay of program development would be less costly.

This monograph describes a novel approach to Inductive Logic Programming (ILP), which cross-fertilizes logic programming and machine learning. Aiming at the synthesis of recursive logic programs only, and this from incomplete information, we take a software engineering approach that is more appropriate than a pure artificial intelligence approach.

CONTENTS :

Lists of Logic Algorithms, Figures, and Tables. Foreword. Preface.

I: State of the Art.
1. Automatic Programming. 2. Deductive Inference in Automatic Programming. 3. Inductive Inference in Automatic Programming. 4. A Logic Program Development Methodology. 5. Objectives.

II: Building Blocks.
6. A Specification Approach. 7. A Framework for Stepwise Logic Algorithm Synthesis. 8. Algorithm Analysis and Algorithm Schemata. 9. The Proofs-as-Programs Method. 10. The Most-Specific-Generalization Method.

III: A Logic Algorithm Synthesis Mechanism.
11. Overview of the Synthesis Mechanism. 12. The Expansion Phase. 13. The Reduction Phase. 14. Conclusion.

Appendix: Conventions, Abbreviations, and Symbols. References (p. [219]-234). Subject Index.

AUDIENCE:
This book is suitable as a secondary text for graduate level courses in software engineering and artificial intelligence, and as a reference for practitioners of program synthesis.


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