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Book synopsis

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.

Book details

Book category Books in English Technology, engineering, agriculture Biochemical engineering Biotechnology

• Full title: Genetic Programming Theory and Practice XV
• Author: Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo
• Language: English
• Binding: Hardback
• Number of pages: 187
• EAN: 9783319905112
• ISBN: 3319905112
• ID: 19254956
• Publisher: Springer International Publishing AG
• Weight: 456 g
• Dimensions: 160 × 241 × 19 mm
• Date of publishing: 06. July 2018

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