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Logic Program Synthesis from Incomplete Information

Logic Program Synthesis from Incomplete Information

Paperback

Series: The Springer International Engineering and Computer Science, Book 295

Programming

ISBN10: 1461359252
ISBN13: 9781461359258
Publisher: Springer Nature
Published: Sep 26 2012
Pages: 242
Weight: 0.82
Height: 0.55 Width: 6.14 Depth: 9.21
Language: English
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.
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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