Genetic Programming Theory and Practice XV
Genetic Programming Theory and Practice XV [electronic resource] /
edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo.
- 1st ed. 2018.
- XV, 187 p. 54 illus., 46 illus. in color. online resource.
- Genetic and Evolutionary Computation, 1932-0167 .
- Genetic and Evolutionary Computation, .
Acceso multiusuario
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.
9783319905129
Artificial intelligence.
Computational intelligence.
Algorithms.
Artificial Intelligence.
Computational Intelligence.
Algorithm Analysis and Problem Complexity.
Q334-342
006.3
Acceso multiusuario
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.
9783319905129
Artificial intelligence.
Computational intelligence.
Algorithms.
Artificial Intelligence.
Computational Intelligence.
Algorithm Analysis and Problem Complexity.
Q334-342
006.3
