The Design of Innovation: Lessons from and for Competent Genetic Algorithms

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Kluwer Academic Publishers, Jan 1, 2002 - Computers - 248 pages
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The Design of Innovation illustrates how to design and implement competent genetic algorithms-genetic algorithms that solve hard problems quickly, reliably, and accurately-and how the invention of competent genetic algorithms amounts to the creation of an effective computational theory of human innovation. For the specialist in genetic algorithms and evolutionary computation, this book combines over two decades of hard-won research results in a single volume to provide a comprehensive step-by-step guide to designing genetic algorithms that scale well with problem size and difficulty. For the innovation researcher - whether from the social and behavioral sciences, the natural sciences, the humanities, or the arts - this unique book gives a consistent and valuable mathematical and computational viewpoint for understanding certain aspects of human innovation. For all readers, The Design of Innovation provides an entrA(c)e into the world of competent genetic algorithms and innovation through a methodology of invention borrowed from the Wright brothers. Combining careful decomposition, cost-effective, little analytical models, and careful design, the road to competence is paved with easily understood examples, simulations, and results from the literature.

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About the author (2002)

DAVID E. GOLDBERG is Jerry S. Dobrovolny Distinguished Professor in Entrepreneurial Engineering at the University of Illinois at Urbana-Champaign, where he also serves as the Director of the Illinois Genetic Algorithms Laboratory. He received his BSE, MSE, and PhD, all in civil engineering, from the University of Michigan. From 1976 to 1980 he held a number of positions at Stoner Associates of Carlisle, Pennsylvania, including project engineer and marketing manager.?In 2004, Dr. Goldberg cofounded Nextumi, Inc. (www.nextumi.com), a Web-infrastructure firm, and now serves as Nextumi's Chief Scientist.

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