Abductive Cognition [electronic resource] : The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning /
Magnani, Lorenzo.author.
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.
Description based upon print version of record.
Includes bibliographic references and index.
Theoretical and Manipulative Abduction -- Non-explanatory and Instrumental Abduction -- Semiotic Brains and Artificial Minds -- Neuro-multimodal Abduction -- Animal Abduction -- Abduction, Affordances, and Cognitive Niches -- Abduction in Human and Logical Agents -- Morphodynamical Abduction.
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.
Artificial intelligence.
System theory.
Computational intelligence.
Statistical physics.
Dynamical systems.
Philosophy of mind.
Computational complexity.
Artificial Intelligence.
Systems Theory, Control.
Computational Intelligence.
Complex Systems.
Philosophy of Mind.
Complexity.
Cognitive Systems Monographs