Dynamical Properties of the Fitness Landscape of a GP Controlled Random Morphology Robot

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{dittrich:1999:DPFLGCRMR,

• author = "Peter Dittrich and Andre Skusa and Wolfgang Kantschik and Wolfgang Banzhaf",
• title = "Dynamical Properties of the Fitness Landscape of a GP Controlled Random Morphology Robot",
• booktitle = "Proceedings of the Genetic and Evolutionary Computation Conference",
• year = "1999",
• editor = "Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith",
• volume = "2",
• pages = "1002--1008",
• address = "Orlando, Florida, USA",
• publisher_address = "San Francisco, CA 94104, USA",
• month = "13-17 " # jul,
• publisher = "Morgan Kaufmann",
• keywords = "genetic algorithms, genetic programming, evolvable hardware, evolutionary robotics, on-line evolution, dynamical fitness landscape, reference fitness",
• ISBN = "1-55860-611-4",
• URL = "http://citeseer.ist.psu.edu/362288.html",
• URL = "http://citeseer.ist.psu.edu/358932.html",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-454.pdf",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-454.ps",
• abstract = "The aim of this contribution is: (1) to present an easy to maintain robot hardware platform which allows on-line evolutionary experiments and demonstrations; (2) to introduce a simple method to measure dynamical characteristics of the time-dependent fitness landscape by using reference individuals; (3) to demonstrate dynamical properties of the fitness landscape based on fitness measurements of reference individuals. The implication of the observations for the design of on-line EAs in time-dependent fitness landscapes are discussed.",
• notes = "GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99)",

}

Genetic Programming entries for Peter Dittrich Andre Skusa Wolfgang Kantschik Wolfgang Banzhaf

Citations