Genetic Programming Theory and Practice IX

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Riolo, Rick (Επιμελητής έκδοσης), Vladislavleva, Ekaterina (Επιμελητής έκδοσης), Moore, Jason H. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2011.
• Σειρά: Genetic and Evolutionary Computation,
• Θέματα: Computer science.; Computer programming.; Computers.; Algorithms.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Algorithm Analysis and Problem Complexity.; Programming Techniques.

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 include: modularity and sca...

Πίνακας περιεχομένων:

• What’s in an evolved name? The evolution of modularity via tag-based Reference
• Let the Games Evolve!
• Novelty Search and the Problem with Objectives
• A fine-grained view of phenotypes and locality in genetic programming
• Evolution of an Effective Brain-Computer Interface Mouse via Genetic Programming with Adaptive Tarpeian Bloat Control
• Improved Time Series Prediction and Symbolic Regression with Affine Arithmetic
• Computational Complexity Analysis of Genetic Programming – Initial Results and Future Directions
• Accuracy in Symbolic Regression
• Human-Computer Interaction in a Computational Evolution System for the Genetic Analysis of Cancer
• Baseline Genetic Programming: Symbolic Regression on Benchmarks for Sensory Evaluation Modeling
• Detecting Shadow Economy Sizes With Symbolic Regression
• The Importance of Being Flat – Studying the Program Length Distributions of Operator Equalisation
• FFX: Fast, Scalable, Deterministic Symbolic Regression Technology.