Design of Frost Protection System for Cold Region Tunnels Based on Improved Genetic Algorithm

Xia, Mengbiao and Liu, Zhiqiang (2024) Design of Frost Protection System for Cold Region Tunnels Based on Improved Genetic Algorithm. In: Proceedings of the First International Conference on Science, Engineering and Technology Practices for Sustainable Development, ICSETPSD 2023, 17th-18th November 2023, Coimbatore, Tamilnadu, India.

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Abstract

The aim of this study is to improve the performance of the genetic algorithm (GA) in optimization problems. By employing strategies such as rank-based fitness assignment, adaptive crossover probability, and non-uniform mutation, the improved genetic algorithm (IGA) effectively reduces the probabilit

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 17:09
Last Modified: 17 Apr 2026 00:37
URI: http://eprints.eai.eu/id/eprint/47093

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