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Titlebook: Analogical and Inductive Inference; International Worksh Klaus P. Jantke Conference proceedings 1987 Springer-Verlag Berlin Heidelberg 1987

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期刊全称Analogical and Inductive Inference
期刊简称International Worksh
影响因子2023Klaus P. Jantke
视频video
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Analogical and Inductive Inference; International Worksh Klaus P. Jantke Conference proceedings 1987 Springer-Verlag Berlin Heidelberg 1987
影响因子This volume contains revised versions of presentations at the International Workshop on Analogical and Inductive Inference (AII ‘86) held in Wendisch-Rietz, GDR, October 16-10, 1986. Inductive inference and analogical reasoning are two basic approaches to learning algorithms. Both allow for exciting problems and promising concepts of invoking deeper mathematical results for considerable advances in intelligent software systems. Hence analogical and inductive inference may be understood as a firm mathematical basis for a large variety of problems in artificial intelligence. While the papers on inductive inference contain technical results and reflect the state of the art of this well-developed mathematical theory, those devoted to analogical reasoning reflect the ongoing process of developing the basic concepts of the approach. The workshop thus contributes significantly to the advancement of this field.
Pindex Conference proceedings 1987
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Systems of Linear Differential Equations,description of a general program synthesis method we deduce a decidability problem forming a pure theoretical foundation of our method. Finally, we characterize some sufficient preconditions for making the decidability problem solvable.
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Fixed point equations as hypotheses in inductive reasoning,tifiers but the relation to be defined may also negatively occur. By using this type of equations all primitive recursive relations can be defined..One of the main characteristics is that the hypothesis is constructed on the base of experimental data instead of choosing it from a given set.
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Conference proceedings 1987inductive inference contain technical results and reflect the state of the art of this well-developed mathematical theory, those devoted to analogical reasoning reflect the ongoing process of developing the basic concepts of the approach. The workshop thus contributes significantly to the advancement of this field.
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Equilibrium Speed Distributions result could not possibly be true. Our proof indicates not only that it is not impossible to program computers that learn based, in part, on their previous experiences, but that it is sometimes impossible to succeed without doing so.
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Single Species Population Modelshree inference rules: instantiation of rules, modus ponens, and the rule transformation. Finally, based on the formalization, we present an extended pure-Prolog interpreter which performs the detection of analogy and the reasoning by the partial identity at the same time.
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