Genetic Programming Theory and Practice VIII

Rick Riolo (Curatore)

Trent McConaghy (Curatore)

Springer-Verlag New York Inc., 2010

The contributions in this volume are written by the foremost international researchers and practitioners in the GP arena. They examine the similarities and differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. Topics include: FINCH: A System for Evolving Java, Practical Autoconstructive Evolution, The Rubik Cube and GP Temporal Sequence Learning, Ensemble classifiers: AdaBoost and Orthogonal Evolution of Teams, Self-modifying Cartesian GP, Abstract Expression Grammar Symbolic Regression, Age-Fitness Pareto Optimization, Scalable Symbolic Regression by Continuous Evolution, Symbolic Density Models, GP Transforms in Linear Regression Situations, Protein Interactions in a Computational Evolution System, Composition of Music and Financial Strategies via GP, and Evolutionary Art Using Summed Multi-Objective Ranks. 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 in GP .

• Curatore: Rick Riolo, Trent McConaghy
• Editore: Springer-Verlag New York Inc.
• Collana: Genetic and Evolutionary Computation
• Anno: 2010
• Rilegatura: Hardback
• Pagine: 248 p.
• Dimensioni: 235 x 155 mm
• EAN: 9781441977465

Testo in English