Details
ISBN/EAN: 978-3-540-40174-2
Einband: kartoniertes Buch
Weitere Details
Auflage:
1. Auflage 2003
1. Auflage 2003
Erschienen am:
21.08.2003
21.08.2003
Sprache:
English
English
Umfang:
xxii, 402 S.
xxii, 402 S.
Hersteller:
Springer Verlag GmbH
juergen.hartmann@springer.com
Tiergartenstr. 17
DE 69121 Heidelberg
Springer Verlag GmbH
juergen.hartmann@springer.com
Tiergartenstr. 17
DE 69121 Heidelberg
Weitere Details
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Inductive Synthesis of Functional Programs
Universal Planning, Folding of Finite Programs, and Schema Abstraction by Analogical Reasoning, Lecture Notes in Computer Science 2654 - Lecture Notes in Artificial Intelligence
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Beschreibung
Because of its promise to support human programmers in developing correct and efficient program code and in reasoning about programs, automatic program synthesis has attracted the attention of researchers and professionals since the 1970s. This book focusses on inductive program synthesis, and especially on the induction of recursive functions; it is organized into three parts on planning, inductive program synthesis, and analogical problem solving and learning. Besides methodological issues in inductive program synthesis, emphasis is placed on its applications to control rule learning for planning. Furthermore, relations to problem solving and learning in cognitive psychology are discussed.