Genetic Programming

European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings

Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian F. Miller, Peter Nordin, Terence C. Fogarty (Herausgeber)

Buch | Softcover

X, 361 Seiten

2000
Springer Berlin (Verlag)
978-3-540-67339-2 (ISBN)

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This volume contains the proceedings of EuroGP 2000, the European Conf- ence on Genetic Programming, held in Edinburgh on the 15th and 16th April 2000. This event was the third in a series which started with the two European workshops: EuroGP'98, held in Paris in April 1998, and EuroGP'99, held in Gothenburg in May 1999. EuroGP 2000 was held in conjunction with EvoWo- shops 2000 (17th April) and ICES 2000 (17th-19th April). Genetic Programming (GP) is a growing branch of Evolutionary Compu- tion in which the structures in the population being evolved are computer p- grams. GP has been applied successfully to a large number of di?cult problems like automatic design, pattern recognition, robotic control, synthesis of neural networks, symbolic regression, music and picture generation, biomedical app- cations, etc. In recent years,even human-competitive results have been achieved by a number of groups. EuroGP 2000, the ?rst evolutionary computation conference of the new m- lennium, was the biggest event devoted to genetic programming to be held in Europe in 2000. It was a high quality conference where state-of-the-art work on the theory of GP and applications of GP to real world problems was presented.

Talks.- On the Impact of the Representation on Fitness Landscapes.- The Legion System: A Novel Approach to Evolving Heterogeneity for Collective Problem Solving.- Metric Based Evolutionary Algorithms.- Register Based Genetic Programming on FPGA Computing Platforms.- An Extrinsic Function-Level Evolvable Hardware Approach.- Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations.- Evolution of a Controller with a Free Variable Using Genetic Programming.- Genetic Programming for Service Creation in Intelligent Networks.- Cartesian Genetic Programming.- Some Probabilistic Modelling Ideas for Boolean Classification in Genetic Programming.- Crossover in Grammatical Evolution: A Smooth Operator?.- Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory.- Use of Genetic Programming in the Identification of Rational Model Structures.- Grammatical Retina Description with Enhanced Methods.- Posters.- Intraspecific Evolution of Learning by Genetic Programming.- An Evolutionary Approach to Multiperiod Asset Allocation.- Acquiring Textual Relations Automatically on the Web Using Genetic Programming.- Application of Genetic Programming to Induction of Linear Classification Trees.- A Metric for Genetic Programs and Fitness Sharing.- Using Factorial Experiments to Evaluate the Effect of Genetic Programming Parameters.- Experimental Study of Multipopulation Parallel Genetic Programming.- Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees.- Seeding Genetic Programming Populations.- Distributed Java Bytecode Genetic Programming with Telecom Applications.- Fighting Program Bloat with the Fractal Complexity Measure.- Paragen - The First Results.- Multi-robotCooperation and Competition with Genetic Programming.

Erscheint lt. Verlag	29.3.2000
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 361 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	500 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Adaptive Systems • Automat • evolutionary computation • Evolutionary Programming • Genetic algorithms • genetic programming • Genetische Programmierung • Image Processing • Neural networks • programming • robot
ISBN-10	3-540-67339-3 / 3540673393
ISBN-13	978-3-540-67339-2 / 9783540673392
Zustand	Neuware