Genetic Programming [electronic resource] :4th European Conference, EuroGP 2001 Lake Como, Italy, April 18–20, 2001 Proceedings /
Contributor(s): Miller, Julian [editor.] | Tomassini, Marco [editor.] | Lanzi, Pier Luca [editor.] | Ryan, Conor [editor.] | Tettamanzi, Andrea G. B [editor.] | Langdon, William B [editor.] | SpringerLink (Online service).Material type: BookSeries: Lecture Notes in Computer Science: 2038Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2001.Description: XI, 379 p. 233 illus., 61 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540453550.Subject(s): Computer science | Software engineering | Computer programming | Computers | Algorithms | Artificial intelligence | Pattern recognition | Computer Science | Software Engineering/Programming and Operating Systems | Artificial Intelligence (incl. Robotics) | Computation by Abstract Devices | Programming Techniques | Algorithm Analysis and Problem Complexity | Pattern RecognitionOnline resources: Click here to access online
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.