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Titlebook: Inductive Synthesis of Functional Programs; Universal Planning, Ute Schmid Book 2003 Springer-Verlag Berlin Heidelberg 2003 automatic prog

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书目名称Inductive Synthesis of Functional Programs
副标题Universal Planning,
编辑Ute Schmid
视频video
概述Includes supplementary material:
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Inductive Synthesis of Functional Programs; Universal Planning,  Ute Schmid Book 2003 Springer-Verlag Berlin Heidelberg 2003 automatic prog
描述.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..
出版日期Book 2003
关键词automatic programming; cognitive psychology; context-free grammars; functional programs; inductive synth
版次1
doihttps://doi.org/10.1007/b12055
isbn_softcover978-3-540-40174-2
isbn_ebook978-3-540-44846-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2003
The information of publication is updating

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3. Constructing Complete Sets of Optimal Plans input examples into the desired output. Because our work is in the context of program synthesis, planning is for small, deterministic domains and completeness and optimality are of more concern than efficiency considerations.
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6. Automatic Programmingtomatize as large a part of the development of computer programs as possible. A more modest goal is to automatize or support special aspects of program development - such as program verification or generation of high-level programs from specifications. The focus of this chapter is on program generat
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7. Folding of Finite Program Termsaces. This problem is researched in inductive synthesis of functional programs - as second step of synthesis - and in programming by demonstration (see chap. 6). Traces can be provided to the system by the system user, they can be recorded from interactions of a user with a program, or they can be c
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8. Transforming Plans into Finite Programs chapter, we introduce an approach to transform plans generated by universal planning into finite programs which are used as input to our folder. On the one hand, we present an alternative approach to realizing the first step of inductive program synthesis as described in section 6.3.4 in chapter 6
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9. Conclusions and Further Researchof objects, then transforming this plan into a finite program term, and folding this term into a recursive program scheme. While planning and folding can be performed by powerful, domain-independent algorithms, plan transformation is knowledge dependent. In part I, we presented the domain-independen
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