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Logic Program Synthesis from Incomplete Information
Pierre Flener
出版
Springer Science & Business Media
, 2012-12-06
主題
Computers / Languages / General
Computers / Software Development & Engineering / General
Computers / Artificial Intelligence / General
Computers / Programming / General
ISBN
1461522056
9781461522058
URL
http://books.google.com.hk/books?id=aJTTBwAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
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.
