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Get Computational Intelligence: A Methodological Introduction PDF

By Rudolf Kruse,Christian Borgelt,Frank Klawonn,Christian Moewes,Matthias Steinbrecher,Pascal Held

ISBN-10: 1447150120

ISBN-13: 9781447150121

ISBN-10: 1447158490

ISBN-13: 9781447158493

This clearly-structured, classroom-tested textbook/reference provides a methodical advent to the sector of CI. delivering an authoritative perception into all that's worthy for the winning program of CI equipment, the booklet describes primary ideas and their useful implementations, and explains the theoretical heritage underpinning proposed options to universal difficulties. just a simple wisdom of arithmetic is needed. beneficial properties: offers digital supplementary fabric at an linked site, together with module descriptions, lecture slides, workouts with strategies, and software program instruments; includes a variety of examples and definitions in the course of the textual content; offers self-contained discussions on synthetic neural networks, evolutionary algorithms, fuzzy platforms and Bayesian networks; covers the most recent techniques, together with ant colony optimization and probabilistic graphical versions; written by means of a crew of highly-regarded specialists in CI, with huge adventure in either academia and industry.

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Computational Intelligence: A Methodological Introduction (Texts in Computer Science) by Rudolf Kruse,Christian Borgelt,Frank Klawonn,Christian Moewes,Matthias Steinbrecher,Pascal Held

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