Detail publikace

Fractal Analysis of Fitness Landscapes

ZELINKA, I. ZMEŠKAL, O. ŠALOUN, P.

Originální název

Typ

kapitola v knize

Jazyk

angličtina

Originální abstrakt

Complex optimization problems may have fitness landscapes with fractal characteristics. This chapter reviews landscapes obtained from basic artificial test functions as well as cost functions of real application problems which have the property to be fractal. We will discuss the description, structure and complexity of these fractal fitness landscapes. A major topic of this chapter is to use elements from fractal geometry to measure attributes of fractal landscapes. Also, structural as well as functional properties of the landscape are discussed. The examples used in this chapter are two-dimensional, however it is possible to extend the proposed analysis to n dimensions.

Klíčová slova

fractal analysis, fitness landscape

Autoři

ZELINKA, I.; ZMEŠKAL, O.; ŠALOUN, P.

Rok RIV

2013

Vydáno

27. 11. 2013

Nakladatel

Springer

Místo

Berlin Heidelberg

ISBN

978-3-642-41887-7

Kniha

Recent Advances in the Theory and Application of Fitness Landscapes

Edice

Emergence, Complexity and Computation

Číslo edice

Strany od

427

Strany do

456

Strany počet

BibTex

@inbook{BUT103074,
  author="Ivan {Zelinka} and Oldřich {Zmeškal} and Petr {Šaloun}",
  title="Fractal Analysis of Fitness Landscapes",
  booktitle="Recent Advances in the Theory and Application of Fitness Landscapes",
  year="2013",
  publisher="Springer",
  address="Berlin Heidelberg",
  series="Emergence, Complexity and Computation",
  edition="6",
  pages="427--456",
  doi="10.1007/978-3-642-41888-4\{_}15",
  isbn="978-3-642-41887-7"
}