Inductive synthesis of functional programs : universal planning, folding of finite programs, and schema abstraction by analogical reasoning

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 espec...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Schmid, Ute
Fformat: Livre numérique
Iaith:Anglais
Cyhoeddwyd: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
Cyfres:Lecture notes in computer science. Lecture notes in artificial intelligence 2654
Pynciau:
Mynediad Ar-lein:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nodyn: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Inductive synthesis of functional programs, universal planning, folding of finite programs, and schema abstraction by analogical reasoning, Ute Schmid, Berlin, Springer, 2003, 1 vol. (XXII-398 p.), Lecture notes in computer science, 3-540-40174-1
• Inductive Synthesis of Functional Programs, Texte imprimé, 9783662211618
Tabl Cynhwysion:
  • 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.