Saddles and Barrier in Landscapes of Generalized Search Operators View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2007

AUTHORS

Christoph Flamm , Ivo L. Hofacker , Bärbel M. R. Stadler , Peter F. Stadler

ABSTRACT

Barrier trees are a convenient way of representing the structure of complex combinatorial landscapes over graphs. Here we generalize the concept of barrier trees to landscapes defined over general multi-parent search operators based on a suitable notion of topological connectedness that depends explicitly on the search operator. We show that in the case of recombination spaces, path-connectedness coincides with connectedness as defined by the mutation operator alone. In contrast, topological connectedness is more general and depends on the details of the recombination operators as well. Barrier trees can be meaningfully defined for both concepts of connectedness. More... »

PAGES

194-212

References to SciGraph publications

  • 2006-09. Genotype-Phenotype Maps in BIOLOGICAL THEORY
  • 2000-05. Population dependent Fourier decomposition of fitness landscapes over recombination spaces: Evolvability of complex characters in BULLETIN OF MATHEMATICAL BIOLOGY
  • 1999. Simulated annealing algorithms and Markov chains with rare transitions in SÉMINAIRE DE PROBABILITÉS XXXIII
  • 2003. Barrier Trees For Search Analysis in GENETIC AND EVOLUTIONARY COMPUTATION — GECCO 2003
  • 2004. The Topology of Evolutionary Biology in MODELLING IN MOLECULAR BIOLOGY
  • 2001-06. The All-Paths Transit Function of a Graph in CZECHOSLOVAK MATHEMATICAL JOURNAL
  • 1970-02. Natural Selection and the Concept of a Protein Space in NATURE
  • 2003-03. Barrier Trees on Poset-Valued Landscapes in GENETIC PROGRAMMING AND EVOLVABLE MACHINES
  • 1979. The Hypercycle, A Principle of Natural Self-Organization in NONE
  • Book

    TITLE

    Foundations of Genetic Algorithms

    ISBN

    978-3-540-73479-6
    978-3-540-73482-6

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-540-73482-6_11

    DOI

    http://dx.doi.org/10.1007/978-3-540-73482-6_11

    DIMENSIONS

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