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An Evolutionary Model Based On Bit-String With Intelligence

Author

Listed:
  • MINGFENG HE

    (Department of Applied Mathematics, Institute of University Students' Innovation, Dalian University of Technology, Dalian, 116024, China)

  • QIUHUI PAN

    (Institute of University Students' Innovation, Department of Applied Physics, Dalian University of Technology, Dalian, 116024, China)

  • BINGLIN YU

    (Institute of University Students' Innovation, Dalian University of Technology, Dalian, 116024, China)

Abstract

An evolutionary model based on bit-strings with intelligence is set up in this paper. In this model, gene is divided into two parts which relative to health and intelligence. The accumulated intelligence influences the survival process by the effect of food and space restrictions. We modify the Verhulst factor to study this effect. Both asexual and sexual model are discussed in this paper. The results show that after many time steps, stability is reached and the population self-organizes, just like the standard Penna model. The intelligence made the equilibrium to be reached larger both in asexual model and sexual model. Compared with asexual model the population size fluctuates more strongly in the sexual model.

Suggested Citation

  • Mingfeng He & Qiuhui Pan & Binglin Yu, 2005. "An Evolutionary Model Based On Bit-String With Intelligence," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 16(08), pages 1303-1309.
    • Handle: RePEc:wsi:ijmpcx:v:16:y:2005:i:08:n:s0129183105007893
    DOI: 10.1142/S0129183105007893
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