Genetic Programming : 4th European Conference, EuroGP 2001 Lake Como, Italy, April 18–20, 2001 Proceedings / / edited by Julian F. Miller, Marco Tomassini, Pier Luca Lanzi, Conor Ryan, Andrea G.B. Tettamanzi, William B. Langdon

• Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001
• Edizione: 1st ed. 2001.
• Descrizione fisica: 1 online resource (XI, 379 p. 233 illus., 61 illus. in color.)
• Disciplina: 006.3/1
• Soggetto topico: Software engineering; Artificial intelligence; Computers; Computer programming; Algorithms; Pattern recognition; Software Engineering/Programming and Operating Systems; Artificial Intelligence; Computation by Abstract Devices; Programming Techniques; Algorithm Analysis and Problem Complexity; Pattern Recognition
• Persona (resp. second.): MillerJulian F; TomassiniMarco; LanziPier Luca; RyanConor; TettamanziAndrea G.B; LangdonWilliam B
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographical references and indexes.
• Nota di contenuto: 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.
• Titolo autorizzato: Genetic Programming
• ISBN: 3-540-45355-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910143597303321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 0302-9743 ; ; 2038