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Biomedical subjects

W Banzhaf

Publications and source records attributed to W Banzhaf.

4 recordsLinked to original sources
PubMed1998

Self-evolution in a constructive binary string system.

We examine the qualitative dynamics of a catalytic self-organizing system of binary strings that is inspired by the chemical information processing metaphor. A string is interpreted in two different ways: either (a) as raw data or (b) as a machine that is able to process another string as data in order to produce a third one. This article focuses on the phenomena of evolution whose appearance is notable because no explicit mutation, recombination, or artificial selection operators are introduced. We call the system self-evolving because every variation is performed by the objects themselves in their machine form.

Artificial Intelligence↗
PubMed1989

Population processing--a powerful class of parallel algorithms.

We present a model of optimization of cost functions by a population of parallel processors and argue that especially diploid recombination of gene strings is a promising recipe for optimization which nature proliferates. Based on a simulated evolutionary search strategy diploidy is introduced as a means for maintaining variability in computational problems with large numbers of local extrema. A differentiation into genotypes and phenotypes is performed. The applied strategy is compared to some traditional algorithms simulating evolution on the basis of two sample cost functions.

Algorithms↗