Genetic Programming Theory and Practice VI

Genetic Programming Theory and Practice VI

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Genetic Programming Theory and Practice VI was developed from the sixth workshop at the University of Michigana€™s Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP). Contributions from the foremost international researchers and practitioners in the GP arena examine the similarities and differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. These contributions address several significant interdependent themes which emerged from this yeara€™s workshop, including: (1) Making efficient and effective use of test data. (2) Sustaining the long-term evolvability of our GP systems. (3) Exploiting discovered subsolutions for reuse. (4) Increasing the role of a Domain Expert.With the linear GP system we used two families of test problems: Polynomialand Lawn-Mower. Polynomialisasymbolic regression problem where the objective is to evolve a function which fits a degree d polynomial of the form x + x2 + AmAmAm + xd, anbsp;...

Title:Genetic Programming Theory and Practice VI
Author:Rick Riolo, Terence Soule, Bill Worzel
Publisher:Springer Science & Business Media - 2008-11-01


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