Miller / Tomassini / Lanzi Genetic Programming

4th European Conference, EuroGP 2001 Lake Como, Italy, April 18–20, 2001 Proceedings
Erscheinungsjahr 2003
ISBN: 978-3-540-45355-0
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 2038, 379 Seiten, eBook

Reihe: Lecture Notes in Computer Science

Zielgruppe

Research

Autoren/Hrsg.

Miller, Julian F.

Tomassini, Marco

Lanzi, Pier Luca

Ryan, Conor

Tettamanzi, Andrea G.B.

Langdon, William B.

Inhaltsverzeichnis

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.