Abductive Cognition: The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning

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This volume explores abductive cognition, an important but, at least until the third quarter of the last century, neglected topic in cognition. The book aims at increasing knowledge about creative and expert inferences. The study of these high-levelmethods of abductive reasoning is situated at the crossroads of philosophy, logic, epistemology, artificial intelligence, neuroscience, cognitive psychology, animal cognition and evolutionary theories; that is, at the heart of cognitive science. Philosophers of science in the twentieth century have traditionally distinguished between the inferential processes active in the logic of discovery and the ones active in the logic of justification. Most have concluded that no logic of creative processes exists and, moreover, that a rational model of discovery is impossible. In short, scientific creative inferences are irrational and there is no “reasoning” to hypotheses. On the other hand, some research in the area of artificial intelligence has shown that methods for discovery could be found that are computationally adequate for rediscovering – or discovering for the first time – empirical or theoretical laws and theorems.

Author(s): Lorenzo Magnani (auth.)
Series: Cognitive Systems Monographs 3
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009

Language: English
Pages: 535
Tags: Computational Intelligence;Statistical Physics, Dynamical Systems and Complexity;Philosophy of Mind;Artificial Intelligence (incl. Robotics);Complexity

Front Matter....Pages -
Theoretical and Manipulative Abduction....Pages 1-61
Non-explanatory and Instrumental Abduction....Pages 63-143
Semiotic Brains and Artificial Minds....Pages 145-217
Neuro-multimodal Abduction....Pages 219-264
Animal Abduction....Pages 265-316
Abduction, Affordances, and Cognitive Niches....Pages 317-359
Abduction in Human and Logical Agents....Pages 361-416
Morphodynamical Abduction....Pages 417-453
Back Matter....Pages -