portada qualitative reasoning: modeling and the generation of behavior (en Inglés)

qualitative reasoning: modeling and the generation of behavior (en Inglés)

Formato

Libro Físico

Autor

Hannes Werthner

Editorial

Springer

Año

2002

Idioma

Inglés

N° páginas

180

Encuadernación

Tapa Blanda

Dimensiones

23.9x16.5x0.8 cm

Peso

0.36 kg.

ISBN

3211825797

ISBN13

9783211825792

Categorías

Biología, ciencias de la vida
Inteligencia artificial

qualitative reasoning: modeling and the generation of behavior (en Inglés)

Hannes Werthner (Autor) · Springer · Tapa Blanda

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Reseña del libro "qualitative reasoning: modeling and the generation of behavior (en Inglés)"

The book provides a survey about the field of Qualitative Reasoning, it contrasts and classifies its approaches and puts them into a common framework. Qualitative Reasoning represents an approach of Artificial Intelligence to model dynamic systems, about which little information is available, and to derive statements about the potential behavior of these systems, putting emphasis on a causal explanation of the behavior. Both variables and relationships between variables are described by means of qualitative terms such as small and large or positive and negative. Since this approach also takes into consideration the way how humans reason about physical systems, it can be stated that Qualitative Reasoning participates in the creation of a cognitive theory of non-numerical process descriptions which can be mapped onto a digital computer. This approach can be used for simulation, diagnosis, design, structure identification and interpretation. Areas of application are physics, medicine, the field of ecology, process control, etc. In addition to the classification of existing methods, the book presents a new approach based on fuzzy sets. And the work relates Qualitative Reasoning with such fields of Expert Systems, System Theory and Cognitive Science.