The General Unified Theory of Intelligence: Its Central Conceptions and Specific Application to Domains of Cognitive ScienceThe general unified theory of intelligence addresses the cognitive functions of thinking, reasoning, and problem solving. At an abstract level, this theory construes the intellective functions of humans and computers as, respectively, restricted and directed forms of the logic of implication. In other words, human intelligence operates according to production rules. Here, Wagman presents the central tenets and research elaboration of the general unified theory of intelligence that embraces both human and artifical intelligence across the cognitive domains of scientific discovery processes, inductive and deductive reasoning, and the mechanisms basic to analogical thinking and problem solving. |
Contents
General Unified Theory of Intelligence | 1 |
The Generality of Abstract Rules in Intelligent Reasoning | 15 |
The Generality of Creative Mechanisms in Intelligent | 35 |
Copyright | |
8 other sections not shown
Other editions - View all
The General Unified Theory of Intelligence: Its Central Conceptions and ... Morton Wagman No preview available - 1997 |
Common terms and phrases
Ablex Publishing Corporation abstract items abstract rules ACME algorithm Analogical Mapping applied artificial intelligence BACON.3 behavior Best mapping case-based reasoning chunking cognitive band Cognitive Science concepts connectionist models constraint satisfaction context criteria criterion Darwin's decision ECHO encoded episodic knowledge equations Evaluation evidence example expert system explain DH2 DH3 explanatory coherence goal heuristics Holyoak and Thagard hypotheses impasse implementation instance model instantiated italics added Kepler's third law knowledge Laird Langston law of large learning logic of implication logical implication mathematical McCarl mechanisms memory metaphor modus ponens MYCIN natural selection Newell Nisbett operator performance phlogiston phlogiston theory Principle problem solving problem spaces procedural production rule production system proposition Psychology reductio ad absurdum relations represent representation retrieved Rosenbloom rule model rule-based scientific SOAR architecture SOAR's specific structure subgoal symbolic Table tasks theoretical terms theory of explanatory Theory of Intelligence tions unified theory units variables Wagman