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Genetische adaptation - ein stochastisches suchverf ahren fuumlr diskrete optimierungsprobleme 

Authors: U. Petersohn a;  K. Voss b; K.H. Weber b
Affiliations:   a Sektion Informationsverarbeitung der TU Dresden,
b Pathol. Institut der Medizinischen Akademie Dresden, Dresden
DOI: 10.1080/02331887408801186
Publication Frequency: 6 issues per year
Published in: journal Statistics, Volume 5, Issue 7 & 8 1974 , pages 555 - 571
Formats available: PDF (English)
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Abstract

The model of genetic adaption is a stochastic search method for discrete non-linear optimization problems derived from biological evolution. Due to alternative mutations (i.e. small changes in the structures to be optimized) and selection (of the structure most suitable for this purpose) structurelines are developed. The results of expreience obtained during the optimization processes (statistical correlation between structures at a poor sub-optimal value is avoided by parallel search using several structures. The method of genetic adaptation is superior to the common blind search. The convegence of the genetic-adaptation method can be compared with that of the blind search. The convegence of the genetic-adaptation method can be compared with that of the blind seach by a series of practical examples.
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