Detail výsledku

On Impact of Environment on the Complexity Generated by Evolutionary Development

BIDLO, M.; SEKANINA, L. On Impact of Environment on the Complexity Generated by Evolutionary Development. In MENDEL 2010 - 16th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2010. p. 501-508. ISBN: 978-80-214-4120-0.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Bidlo Michal, doc. Ing., Ph.D., UPSY (FIT)
Sekanina Lukáš, prof. Ing., Ph.D., UPSY (FIT)
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.

URL
Rok
2010
Strany
501–508
Sborník
MENDEL 2010 - 16th International Conference on Soft Computing
Konference
MENDEL 2010 - 16th International Conference on Soft Computing
ISBN
978-80-214-4120-0
Vydavatel
Faculty of Mechanical Engineering BUT
Místo
Brno
UT WoS
000288144100078
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"
}
Projekty
Bezpečné, spolehlivé a adaptivní počítačové systémy, VUT, Vnitřní projekty VUT, FIT-S-10-1, zahájení: 2010-03-01, ukončení: 2010-12-31, ukončen
Natural computing na nekonvenčních platformách, GAČR, Standardní projekty, GAP103/10/1517, zahájení: 2010-01-01, ukončení: 2013-12-31, řešení
Výzkum informačních technologií z hlediska bezpečnosti, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, zahájení: 2007-01-01, ukončení: 2013-12-31, řešení
Výzkumné skupiny
Výzkumná skupina Evolvable Hardware (VZ EHW)
Pracoviště
Ústav počítačových systémů (UPSY)
Nahoru