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Evolutionary Logic Research in Artificial Intelligence

Author: JinHongZuo
Tutor: LiuBangFan
School: Yanshan University
Course: Logic
Keywords: Artificial Intelligence Evolutionary logic Inductive Logic Evolutionary Computation Genetic Algorithms
CLC: B812.3
Type: Master's thesis
Year: 2010
Downloads: 69
Quote: 0
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Abstract


Logic in the 21st century is closely related to the development of computer science and artificial intelligence . The logic of evolution is the product of the combination of cognitive science, computer science and logic , the logic of scientific progress and development . Dynamic development logic with a focus , focus on the dynamic picture of the logic reflects the growth of knowledge . In the logic of evolution , calculated as a philosophical category become the primary means of cognition . Evolutionary Computation Artificial Intelligence Perspective , fully embodies the basic trend of computing philosophy . The main part of this article around the evolution and discuss the logic research questions from the following three aspects : First, the interpretation of the basic concepts of evolutionary logic . Evolutionary logic of basic concepts such as mutation , revolution, choice, self- regeneration, autopoietic theory origin and evolutionary logic to sort out , is intended to study evolutionary logic emergence and development of the internal logic to illustrate the evolution of logic and artificial intelligence the symbiotic relationship between the . Second, the theory of evolutionary logic system . Focus on automata , OL - system , specifiers system and genetic algorithm are introduced to explore the practical application of computer logic . Genetic algorithm can be seen as a the hyperplane guidance search program to establish a strict logical and mathematical models for evolutionary genetics system adaptive nonlinear systems , which can be drawn \laid the basis of mathematical and logical \In turn leads to the concept of evolutionary computation . Finally, by analyzing the logic of artificial intelligence , evolutionary relationship between logic and evolutionary computation to study the evolutionary logic of cutting-edge issues and trends . Incompleteness Theorem explore artificial intelligence logical limit . Calculated by studying the evolution of logic and evolutionary relationship to illustrate the calculation of philosophy has become the new trend of the 21st century philosophy of science . On this basis , the provincial understanding of the evolutionary logic in artificial intelligence Perspective to sort out the evolutionary logic is generalized cognitive logic conclusions .

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CLC: > Philosophy, religion > Logic ( On Science ) > Formal logic ( science,debate,school ) > Inductive reasoning ( induction )
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