Detail publikace

On Impact of Environment on the Complexity Generated by Evolutionary Development

BIDLO, M. SEKANINA, L.

Originální název

On Impact of Environment on the Complexity Generated by Evolutionary Development

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

A formal concept of a general developmental system is proposed in order to investigate the impact of an external information supplied to the developmental system from the environment on the complexity of developed objects. Genetic algorithm is utilized to design a developmental system (based on the formal model) that is able to generate as complex objects (strings) as possible. Dependence of the developed string complexity on the various properties of the developmental system and environment is investigated. The conducted experiments show that the complexity of target objects depends more on the information comming from environment than on the information included in the genotype.

Klíčová slova

Evolutionary algorithm, development, environment, rewriting system, complexity.

Autoři

BIDLO, M.; SEKANINA, L.

Rok RIV

2010

Vydáno

23. 6. 2010

Nakladatel

Faculty of Mechanical Engineering BUT

Místo

Brno

ISBN

978-80-214-4120-0

Kniha

MENDEL 2010 - 16th International Conference on Soft Computing

Strany od

501

Strany do

508

Strany počet

8

URL

http://www.fit.vutbr.cz/~bidlom/Papers/2010/mendel2010_extended.pdf

BibTex

@inproceedings{BUT35528,
  author="Michal {Bidlo} and Lukáš {Sekanina}",
  title="On Impact of Environment on the Complexity Generated by Evolutionary Development",
  booktitle="MENDEL 2010 - 16th International Conference on Soft Computing",
  year="2010",
  pages="501--508",
  publisher="Faculty of Mechanical Engineering BUT",
  address="Brno",
  isbn="978-80-214-4120-0",
  url="http://www.fit.vutbr.cz/~bidlom/Papers/2010/mendel2010_extended.pdf"
}