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Genetic Programming Theory and Practice XV by Wolfgang Banzhaf

Genetic Programming Theory and Practice XV

by Wolfgang Banzhaf
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Book cover type: Paperback
  • ISBN13: 9783030080310
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 187
  • Original Price: EUR 89.99
  • Language: English
  • Edition: Softcover Repri
  • Item Weight: 298 grams
  • BISAC Subject(s): Artificial Intelligence / General, Programming / Algorithms, and Engineering (General)

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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