Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: The role of virus infection in a virus-evolutionary genetic algorithm
Contributor:
Pedrycz, Witold - ed. ; Korbicz, Józef (1951- ) - ed.
Subtitle:
Group publication title:
Abstract:
This paper deals with a genetic algorithm based on virus theory of evolution (VEGA). The VEGA realizes horizontal propagation and vertical inheritance of genetic information in a population with virus infection operators and genetic operators. The main operator of the VEGA is a reverse transcription one, which plays the role of a crossover and a selection simultaneously. ; Therefore this virus infection with reverse transcription is the key mechanism of the VEGA. The convergence and genetic diversity of the VEGA depend on the frequency of the virus infection. In this paper, we apply the VEGA to function optimization problems and a knapsack problem, and discuss the effectiveness of the virus infection through numerical simulation results.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 6, number 3 (1996) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1996)
Last modified:
Jul 14, 2025
In our library since:
Nov 17, 2020
Number of object content hits:
526
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/64457
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| Edition name | Date |
|---|---|
| The role of virus infection in a virus-evolutionary genetic algorithm | Jul 14, 2025 |
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