Genetic Programming Theory and Practice XII
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Beschreibung
These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.
Provides papers describing cutting-edge work on genetic programming theory, applications of GP and theory Offers large-scale, real-world applications of GP to a variety of problem domains, from financial engineering to analog circuit design Based on cutting edge applications and the latest in theoretical results Includes supplementary material: sn.pub/extras
Autor*in
Rick Riolo
Themen in »Genetic Programming Theory and Practice XII«
Artificial evolution Evolution of models Feature selection Genetic programming Genetic programming applications Genetic programming theory Program induction Symbolic regression algorithm analysis and problem complexity