ENGLISH

Inductive Synthesis of Functional Programs: Universal Planning, Folding of Finite Programs, and Schema Abstraction by Analogical Reasoning

By Ute Schmid (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2003
ISBN
3540401741, 9783540401742
DOI
10.1007/b12055
Open Library ID
OL12774364M
Language
english
Format
PDF
Filesize
1 MB (1549457 bytes)
Series
Lecture Notes in Computer Science 2654 : Lecture Notes in Artificial Intelligence
Edition
1
Pages
402\365
Topic
Computers
Library
Kolxo3
Scanned
yes
Time added
2010-02-04 11:10:02
Artificial Intelligence (incl. Robotics); Programm

Description

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.

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