Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)

  • 出版商: Springer
  • 出版日期: 2018-07-06
  • 售價: $3,980
  • 貴賓價: 9.5$3,781
  • 語言: 英文
  • 頁數: 187
  • 裝訂: Hardcover
  • ISBN: 3319905112
  • ISBN-13: 9783319905112

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商品描述

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.