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Genetic Programming Theory and Practice XV
Paperback
Series: Genetic and Evolutionary Computation
Technology & EngineeringGeneral ComputersProgramming
ISBN13: 9783030080310
Publisher: Springer Nature
Published: Dec 22 2018
Pages: 187
Weight: 0.64
Height: 0.43 Width: 6.14 Depth: 9.21
Language: English
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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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.
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