Research on Genetic Algorithm Model for Organizational Capability Evolution Based on CAS Theory

Tianyu Xue

2025

Abstract

Genetic algorithm model research plays a crucial role in the evolution of enterprise organizational capabilities, however, the traditional ant colony algorithm has certain limitations for solving the problem of model research, and its effect is not ideal. This paper explores the evolutionary mechanism of organizational capability under the theory of Complex Adaptive System (CAS), and introduces a genetic algorithm model to simulate and optimize this process. By analyzing the application of genetic algorithms in the evolution of organizational capabilities, it aims to provide a persuasive framework for enterprises to promote their adaptability and competitiveness. The simulation results based on MATLAB show that under certain evaluation criteria, the genetic algorithm model research scheme based on CAS theory shows obvious advantages in the accuracy of genetic algorithm model research and the processing time of influencing factors of genetic algorithm model research, which can achieve ideal results comprised with the traditional ant colony algorithm.

Paper Citation

in Harvard Style

Xue T. (2025). Research on Genetic Algorithm Model for Organizational Capability Evolution Based on CAS Theory. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 526-531. DOI: 10.5220/0013548300004664

in Bibtex Style

@conference{incoft25,
author={Tianyu Xue},
title={Research on Genetic Algorithm Model for Organizational Capability Evolution Based on CAS Theory},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT},
year={2025},
pages={526-531},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013548300004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT
TI - Research on Genetic Algorithm Model for Organizational Capability Evolution Based on CAS Theory
SN - 978-989-758-763-4
AU - Xue T.
PY - 2025
SP - 526
EP - 531
DO - 10.5220/0013548300004664
PB - SciTePress