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Cover: 9783540401742 | Inductive Synthesis of Functional Programs | Ute Schmid | Taschenbuch
Rückseite: 9783540401742 | Inductive Synthesis of Functional Programs | Ute Schmid | Taschenbuch
Cover: 9783540401742 | Inductive Synthesis of Functional Programs | Ute Schmid | Taschenbuch
Rückseite: 9783540401742 | Inductive Synthesis of Functional Programs | Ute Schmid | Taschenbuch
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Inductive Synthesis of Functional Programs
Universal Planning, Folding of Finite Programs, and Schema Abstraction by Analogical Reasoning
Taschenbuch von Ute Schmid
Sprache: Englisch

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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.
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.
Zusammenfassung

Includes supplementary material: [...]

Inhaltsverzeichnis
1. Introduction.- 1. Introduction.- I. Planning.- 2. State-Based Planning.- 3. Constructing Complete Sets of Optimal Plans.- 4. Integrating Function Application in State-Based Planning.- 5. Conclusions and Further Research.- II. Inductive Program Synthesis.- 6. Automatic Programming.- 7. Folding of Finite Program Terms.- 8. Transforming Plans into Finite Programs.- 9. Conclusions and Further Research.- III. Schema Abstraction.- 10. Analogical Reasoning and Generalization.- 11. Structural Similarity in Analogical Transfer.- 12. Programming by Analogy.- 13. Conclusions and Further Research.
Details
Erscheinungsjahr: 2003
Genre: Informatik, Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xxii
402 S.
ISBN-13: 9783540401742
ISBN-10: 3540401741
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Schmid, Ute
Hersteller: Springer Berlin
Springer Berlin Heidelberg
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 23 mm
Von/Mit: Ute Schmid
Erscheinungsdatum: 21.08.2003
Gewicht: 0,639 kg
Artikel-ID: 102503876
Zusammenfassung

Includes supplementary material: [...]

Inhaltsverzeichnis
1. Introduction.- 1. Introduction.- I. Planning.- 2. State-Based Planning.- 3. Constructing Complete Sets of Optimal Plans.- 4. Integrating Function Application in State-Based Planning.- 5. Conclusions and Further Research.- II. Inductive Program Synthesis.- 6. Automatic Programming.- 7. Folding of Finite Program Terms.- 8. Transforming Plans into Finite Programs.- 9. Conclusions and Further Research.- III. Schema Abstraction.- 10. Analogical Reasoning and Generalization.- 11. Structural Similarity in Analogical Transfer.- 12. Programming by Analogy.- 13. Conclusions and Further Research.
Details
Erscheinungsjahr: 2003
Genre: Informatik, Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xxii
402 S.
ISBN-13: 9783540401742
ISBN-10: 3540401741
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Schmid, Ute
Hersteller: Springer Berlin
Springer Berlin Heidelberg
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 23 mm
Von/Mit: Ute Schmid
Erscheinungsdatum: 21.08.2003
Gewicht: 0,639 kg
Artikel-ID: 102503876
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