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Logic Program Synthesis from Incomplete Information

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.

Logic Algorithm 4-1: Logic Algorithm 4-2. Logic Algorithm 4-3: Logic Algorithm 5-
1: Logic Algorithm 5-2. Logic Algorithm 5-3: Logic Algorithm 5-4: Logic Algorithm
5-5: Logic Algorithm 5-6. Logic Algorithm 5-7: Logic Algorithm 5-8: Logic
Algorithm 5-9: Logic Algorithm 5-10: Logic Algorithm 5-11: Logic Algorithm 5-12:
Logic Algorithm 5-13: Logic Algorithm 5-14: Logic Algorithm 5-15: Logic
Algorithm 5-16: Logic Algorithm 5-17: Logic Algorithm 5-18: Logic Algorithm 5-19:
Logic Algorithm ...