Induction as a search procedure

• Tipo: Capítulo ou Parte de Livro
• Data: 2008

Autores

Konstantopoulos, S (Autor) Outra; Rui Camacho (Autor) FEUP; Fonseca, NA (Autor) Outra; Costa, VS (Autor) FCUP

Livro

Título: Artificial Intelligence for Advanced Problem Solving Techniques

Páginas: 166-216

ISBN: 978-1-59904-705-8

Editora: IGI Global

Indexação

Scopus - 1 Citação

Classificação Científica

CORDIS: Ciências Tecnológicas > Tecnologia > Tecnologia de computadores

Outras Informações

ID Authenticus: P-009-BK3

DOI: 10.4018/978-1-59904-705-8.ch007

Abstract (EN): This chapter introduces inductive logic programming (ILP) from the perspective of search algorithms in computer science. It first briefly considers the version spaces approach to induction, and then focuses on inductive logic programming: from its formal definition and main techniques and strategies, to priors used to restrict the search space and optimized sequential, parallel, and stochastic algorithms. The authors hope that this presentation of the theory and applications of inductive logic programming will help the reader understand the theoretical underpinnings of ILP, and also provide a helpful overview of the State-of-the-Art in the domain. © 2008, IGI Global.

Idioma: Inglês

Tipo (Avaliação Docente): Científica