Transcription of Genetic Algorithms and Machine Learning
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Genetic Algorithms and Machine Learning
Machine Learning 3: 95-99, 1988 1988 Kluwer Academic Publishers - Manufactured in The NetherlandsGUEST EDITORIALG enetic Algorithms and Machine LearningMetaphors for learningThere is no a priori reason why Machine Learning must borrow from field could exist, complete with well-defined Algorithms , data structures,and theories of Learning , without once referring to organisms, cognitive orgenetic structures, and psychological or evolutionary theories. Yet at the endof the day, with the position papers written, the computers plugged in, andthe programs debugged, a Learning edifice devoid of natural metaphor wouldlack something. It would ignore the fact that all these creations have becomepossible only after three billion years of evolution on this planet.
Machine Learning 3: 95-99, 1988 ... simply too slow to accomplish anything useful in an artificial learning system; three billion years is longer than most people care to wait for a solution to a problem. However, this slowness argument ignores the obvious differences in. GENETIC ALGORITHMS AND MACHINE LEARNING 97 time scale between natural ...
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