GeLog - A System Combining Genetic Algorithm with Inductive Logic Programming

We have developed a genetic logic programming system (GeLog) which implements a combination of two different approaches for automatic programming: inductive logic programming and genetic algorithm. The paper presents the system and discusses its performance on a benchmark problem1.

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Bibliographische Detailangaben
1. Verfasser:	KOKAI, Gabriella
Format:	Buchkapitel
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence Computer science control theory systems Exact sciences and technology Fitness Function Genetic Algorithm Inductive Logic Learning and adaptive systems Logic Programming Training Instance
Online-Zugang:	Volltext
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Beschreibung
Zusammenfassung:	We have developed a genetic logic programming system (GeLog) which implements a combination of two different approaches for automatic programming: inductive logic programming and genetic algorithm. The paper presents the system and discusses its performance on a benchmark problem1.
ISSN:	0302-9743 1611-3349
DOI:	10.1007/3-540-45493-4_36