Willkommen, schön sind Sie da!
Logo Ex Libris

Analogical and Inductive Inference

  • Kartonierter Einband
  • 240 Seiten
(0) Erste Bewertung abgeben
Bewertungen & Rezensionen
(0)
(0)
(0)
(0)
(0)
Alle Bewertungen ansehen
This volume contains revised versions of presentations at the International Workshop on Analogical and Inductive Inference (AII '8... Weiterlesen
20%
43.90 CHF 35.10
Sie sparen CHF 8.80
Print on Demand - Auslieferung erfolgt in der Regel innert 4 bis 6 Wochen.
Bestellung & Lieferung in eine Filiale möglich

Beschreibung

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 exciting problems and promising concepts of invoking deeper mathematical results for considerable advances in intelligent software systems. Hence analogical and inductive inference may be understood as a firm mathematical basis for a large variety of problems in artificial intelligence. While the papers on inductive inference contain technical results and reflect the state of the art of this well-developed mathematical theory, those devoted to analogical reasoning reflect the ongoing process of developing the basic concepts of the approach. The workshop thus contributes significantly to the advancement of this field.

Inhalt
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.

Produktinformationen

Titel: Analogical and Inductive Inference
Untertitel: International Workshop AII'86 Wendisch-Rietz, GDR, October 6-10, 1986, Proceedings
Editor:
EAN: 9783540180814
ISBN: 3540180818
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Anzahl Seiten: 240
Gewicht: 371g
Größe: H235mm x B155mm x T13mm
Jahr: 1987
Untertitel: Englisch
Auflage: 1987

Weitere Produkte aus der Reihe "Lecture Notes in Computer Science"