Genetic Programming
Springer Berlin (Verlag)
978-3-642-01180-1 (ISBN)
Oral Presentations.- One-Class Genetic Programming.- Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG.- Memory with Memory in Tree-Based Genetic Programming.- On Dynamical Genetic Programming: Random Boolean Networks in Learning Classifier Systems.- Why Coevolution Doesn't "Work": Superiority and Progress in Coevolution.- On Improving Generalisation in Genetic Programming.- Mining Evolving Learning Algorithms.- The Role of Population Size in Rate of Evolution in Genetic Programming.- Genetic Programming Crossover: Does It Cross over?.- Evolution of Search Algorithms Using Graph Structured Program Evolution.- Genetic Programming for Feature Subset Ranking in Binary Classification Problems.- Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing.- Automatic Creation of Taxonomies of Genetic Programming Systems.- Extending Operator Equalisation: Fitness Based Self Adaptive Length Distribution for Bloat Free GP.- Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market.- Exploring Grammatical Evolution for Horse Gait Optimisation.- There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists.- Tree Based Differential Evolution.- A Rigorous Evaluation of Crossover and Mutation in Genetic Programming.- On Crossover Success Rate in Genetic Programming with Offspring Selection.- An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover.- Posters.- Behavioural Diversity and Filtering in GP Navigation Problems.- A Real-Time Evolutionary Object Recognition System.- On the Effectiveness of Evolution Compared to Time-Consuming Full Search of Optimal 6-State Automata.- Semantic Aware Crossover for GeneticProgramming: The Case for Real-Valued Function Regression.- Beneficial Preadaptation in the Evolution of a 2D Agent Control System with Genetic Programming.- Adaptation, Performance and Vapnik-Chervonenkis Dimension of Straight Line Programs.- A Statistical Learning Perspective of Genetic Programming.- Quantum Circuit Synthesis with Adaptive Parameters Control.- Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution.
Erscheint lt. Verlag | 2.4.2009 |
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Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
Zusatzinfo | XIII, 363 p. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 581 g |
Themenwelt | Mathematik / Informatik ► Informatik |
Schlagworte | Active learning • Adaptive Systems • Algorithm analysis and problem complexity • Coevolution • crossover programming • Evolution • evolutionary algorithms • evolutionary computation • evolutionary optimization • Evolutionary Programming • exaptation • Genetic algorithms • genetic programming • grammatical evolution • Hardcover, Softcover / Informatik, EDV/Informatik • Heuristic Search • Intelligence • IQ • learning rule • Linear genetic programming • Multi-Objective Optimization • one-class classification • preadaptation • programming • Search • self adaptiveness • semantic programming • social heterogeneity • statistical learning theory • Symbolic Regression • tree mining • Turing Machines |
ISBN-10 | 3-642-01180-2 / 3642011802 |
ISBN-13 | 978-3-642-01180-1 / 9783642011801 |
Zustand | Neuware |
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