Genetic Programming

4th European Conference, EuroGP 2001 Lake Como, Italy, April 18-20, 2001 Proceedings

392 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Talks.- Heuristic Learning Based on Genetic Programming.- Evolving Color Constancy for an Artificial Retina.- Adaptive Genetic Programming Applied to New and Existing Simple Regression Problems.- An Evolutionary Approach to Automatic Generation of VHDL Code for Low-Power Digital Filters.- Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming.- CAGE: A Tool for Parallel Genetic Programming Applications.- Ripple Crossover in Genetic Programming.- Evolving Receiver Operating Characteristics for Data Fusion.- An Adaptive Mapping for Developmental Genetic Programming.- A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations.- Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and Their Application to the Study of the Evolution of Size.- General Schema Theory for Genetic Programming with Subtree-Swapping Crossover.- Evolving Modules in Genetic Programming by Subtree Encapsulation.- Evolution of Affine Transformations and Iterated Function Systems Using Hierarchical Evolution Strategy.- Evolving Turing Machines for Biosequence Recognition and Analysis.- Neutrality and the Evolvability of Boolean Function Landscape.- Polymorphism and Genetic Programming.- Posters.- Programmable Smart Membranes: Using Genetic Programming to Evolve Scalable Distributed Controllers for a Novel Self-Reconfigurable Modular Robotic Application.- A GP Artificial Ant for image processing: preliminary experiments with EASEA..- Feature Extraction for the k-Nearest Neighbour Classifier with Genetic Programming.- An Indirect Block-Oriented Representation for Genetic Programming.- Raising the Dead: Extending Evolutionary Algorithms with a Case-Based Memory.- Layered Learning in Genetic Programming for a Cooperative Robot Soccer Problem.- Linear-Tree GP and Its Comparison with Other GP Structures.- Evolving Hand-Eye Coordination for a Humanoid Robot with Machine Code Genetic Programming.- Adaption of Operator Probabilities in Genetic Programming.- Crossover in Grammatical Evolution: The Search Continues.- Computational Complexity, Genetic Programming, and Implications.- Genetic Programming for Financial Time Series Prediction.- Active Handwritten Character Recognition Using Genetic Programming.

• Reihe: Lecture Notes in Computer Science
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Mustererkennung
• ISBN: 9783540418993
• Sprache: Englisch
• Erscheinungsdatum: 04.04.2001
• Größe: 235 x 155 mm
• Verlag: Springer
• Herausgegeben von: Marco Tomassini, William B. Langdon, Andrea G. B. Tettamanzi, Conor Ryan, Pier Luca Lanzi, Julian F. Miller