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Record Nr. |
UNISA996465778003316 |
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Titolo |
Genetic Programming [[electronic resource] ] : 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 |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 |
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ISBN |
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Edizione |
[1st ed. 2001.] |
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Descrizione fisica |
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1 online resource (XI, 379 p. 233 illus., 61 illus. in color.) |
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Collana |
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Lecture Notes in Computer Science, , 0302-9743 ; ; 2038 |
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Disciplina |
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Soggetti |
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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 |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di bibliografia |
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Includes bibliographical references and indexes. |
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Nota di contenuto |
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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 |
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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. |
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