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

Anglický název

On Impact of Environment on the Complexity Generated by Evolutionary Development

Jazyk

en

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.

Anglický 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.

Dokumenty

BibTex


@inproceedings{BUT35528,
  author="Michal {Bidlo} and Lukáš {Sekanina}",
  title="On Impact of Environment on the Complexity Generated by Evolutionary Development",
  annote="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.",
  address="Faculty of Mechanical Engineering BUT",
  booktitle="MENDEL 2010 - 16th International Conference on Soft Computing",
  chapter="35528",
  edition="NEUVEDEN",
  howpublished="print",
  institution="Faculty of Mechanical Engineering BUT",
  year="2010",
  month="june",
  pages="501--508",
  publisher="Faculty of Mechanical Engineering BUT",
  type="conference paper"
}