Landscapes and Effective Fitness
The concept of a fitness landscape arose in theoretical biology, while that of effective fitness has its origin in evolutionary computation. Both have emerged as useful conceptual tools with which to understand the dynamics of evolutionary processes, especially in the presence of complex genotype-phenotype relations. In this contribution we attempt to provide a unified discussion of these two approaches, discussing both their advantages and disadvantages in the context of some simple models. We also discuss how fitness and effective fitness change under various transformations of the configuration space of the underlying genetic model, concentrating on coarse-graining transformations and on a particular coordinate transformation that provides an appropriate basis for illuminating the structure and consequences of recombination.
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Document Type: Research Article
Lehrstuhl f. Bioinformatik, Institut für Informatik, Universität Leipzig, Leipzig, Germany; Institut für Theoretische Chemie und Molekulare Strukturbiologie, Universität Wien, Wien, Austria; The Santa Fe Institute, Santa Fe, New Mexico, USA
NNCP, Instituto de Ciencias Nucleares, Universidad Nacional Auto´noma de México, México DF, Mexico
Publication date: July 1, 2003
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