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...
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|---|---|
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Serier: | Lecture notes in computer science. Lecture notes in artificial intelligence
2654 |
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| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
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Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| 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 |
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| 100 | 1 | |a Schmid, Ute. | |
| 245 | 1 | 0 | |a Inductive synthesis of functional programs : |b universal planning, folding of finite programs, and schema abstraction by analogical reasoning |c Ute Schmid. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science. Lecture notes in artificial intelligence |v 2654 |x 1611-3349 |x 2945-9141 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a 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. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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. | ||
| 650 | |a Génie logiciel | ||
| 650 | |a Informatique | ||
| 650 | |a Ordinateurs | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Logique symbolique et mathématique | ||
| 650 | |a Induction (logique) | ||
| 776 | 0 | |0 074551833 |t Inductive synthesis of functional programs |o universal planning, folding of finite programs, and schema abstraction by analogical reasoning |f Ute Schmid |c Berlin |n Springer |d 2003 |p 1 vol. (XXII-398 p.) |s Lecture notes in computer science |z 3-540-40174-1 | |
| 776 | 0 | |t Inductive Synthesis of Functional Programs |b Texte imprimé |z 9783662211618 | |
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