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" High-Return. What is delivered by the actual automated operation of an artificial method in comparison to the amount of knowledge, information, analysis, and intelligence that is pre-supplied by the human employing the method? We define the AI ratio (the... "
Introduction to Genetic Algorithms - Page 152
by S.N. Sivanandam, S. N. Deepa - 2007 - 442 pages
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Genetic Programming IV: Routine Human-Competitive Machine Intelligence

John R. Koza, Martin A. Keane, Matthew J. Streeter, William Mydlowec, Guido Lanza, Jessen Yu - Computers - 2005 - 590 pages
...Programming III: Darwinian Invention and Problem Solving (Koza, Bennett, Andre, and Keane 1999a). 1.1.2 What We Mean by "High-Return " What is delivered by...because it measures the value added by the artificial problemsolving method. Manifestly, the aim of the fields of artificial intelligence and machine learning...
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Genetic Programming IV

John R. Koza, Martin A. Keane, Matthew J. Streeter, William Mydlowec, Jessen Yu, Guido Lanza - Computers - 2003 - 632 pages
...Problem In section 1.1.2, we mentioned that an automated problem-solving method may be measured by the ratio of that which is delivered by the automated...human applying the method to a particular problem. What is the Al ratio for the solution produced by genetic programming to the twolag plant problem?...
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Evolutionary Machine Design: Methodology & Applications

Nadia Nedjah, Luiza de Macedo Mourelle - Technology & Engineering - 2005 - 218 pages
...other instances (not shown in Table 1 . 1 of human-competitive results that are not patentrelated. High-Return. What is delivered by the actual automated...because it measures the value added by the artificial problem-solving method. Manifestly, the aim of the fields of artificial intelligence and machine learning...
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Intelligent Information Technologies: Concepts, Methodologies, Tools, and ...

Sugumaran, Vijayan - Computers - 2007 - 2614 pages
...Springer-Verlag. KEY TERMS A/I Ratio: The artificial to intelligence ratio is defined by John Koza as the ratio of that which is delivered by the automated...human applying the method to a particular problem. Bloat: In some cases, the size of individuals will suddenly grow beyond reason, consuming all the resources...
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