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Titlebook: Genetic Programming Theory and Practice V; Rick Riolo,Terence Soule,Bill Worzel Book 2008 Springer-Verlag US 2008 Algorithms.Multi-agent s

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J. L. Guillerm,B. Gauthier,F. Romanethrough the established evolutionary dynamics. This chapter examines the phenomenon of convergence commonly observed in evolutionary systems before introducing a number of functionally distinct mechanisms are analysed and tested with respect to their ability to modulate the loss of potentially usefu
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European Computer Driving Licence for large-scale, time-constrained regression-classification problems. In a previous paper we experimented with large scale symbolic regression. Here we describe in detail the enhancements and techniques employed to support largescale, time—constrained regression and classification. In order to achi
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DBPL: The System and its Environmento biologists. This is partly due to the complexity of the algorithms that limit their ready adoption and integration into an analysis or modeling paradigm that might otherwise only use univariate statistical methods. This is also partly due to the lack of user-friendly, open-source, platform-indepen
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Database Benchmarking and Stress Testingn proceeds, this approach suggests that the mutual information between the target and models should: (i) not decrease in the population; (ii) concentrate in fewer individuals; and (iii) be “distilled” from the inputs, eliminating excess entropy. Normalized information theoretic indices are developed
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Springer Professional Computingalgebraic difficulty indicator. The indicator used is the Negative Slope Coefficient, whose efficacy has been recently empirically demonstrated on a large set of hand-tailored theoretical test functions and well known GP benchmarks. The real-life problems studied belong to the field of Biomedical ap
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CID: A VLSI Device for Lists Intersectione and passive components. This work has often required large population sizes (on the order of ten thousand) and millions of design evaluations to allow evolution of both the topology and parameters of interesting systems. For several years, the authors have studied the evolution of multi-domain eng
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