Analogical and inductive inference [electronic resource] : proceedings / International Workshop AII '86, Wendisch-Rietz, GDR, October 6-10, 1986 ; K.P. Jantke, ed.
This volume contains revised versions of presentations at the International Workshop on Analogical and Inductive Inference (AII '86) held in Wendisch-Rietz, GDR, October 16-10, 1986. Inductive inference and analogical reasoning are two basic approaches to learning algorithms. Both allow for exc...
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| Format: | Electronic Conference Proceeding eBook |
| Language: | English |
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Berlin ; New York :
Springer-Verlag,
©1987.
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| Series: | Lecture notes in computer science ;
265. |
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Table of Contents:
- Towards the development of an analysis of learning algorithms
- Using the algorithm of analogy for generation of robot programs
- On the inference of sequences of functions
- Fixed point equations as hypotheses in inductive reasoning
- Inductive inference of functions from noised observations
- Reasoning by analogy as a partial identity between models
- Can missing information be also useful?
- A decidability problem of church-rosser specifications for program synthesis
- Some considerations about formalization of analogical reasoning
- Analogical reasoning using graph transformations
- Knowledge acquisition by inductive learning from examples
- On the inference of programs approximately computing the desired function
- Stratified inductive hypothesis generation
- A model theoretic oriented approach to analogy
- On the complexity of effective program synthesis
- On barzdin's conjecture.