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Application of Genetic Algorithm to Optimal Design of Central Air-Conditioning Water System

机译：遗传算法在中央空调水系统优化设计中的应用

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摘要

The optimal design of air-conditioning water system is an optimization problem of functions that depend on a series of nonlinear discrete multi-variables.Many traditional methods are not satisfactory when applied in this field. However, genetic algorithm (GA ) has special advantages in tackling this problem based on its inherent characteristics.Genetic algorithm (GA) is adopted and applied in the optimal design of air-conditioning water system in this study. A mathematical model and constrained conditions are put forward. This paper gives an overall introduction of basic principles of GA and analyzes the characteristics of water system, the pipe code technology, the evaluation function, crossover operator and mutation operator of GA. An optimal design program of central air-conditioning water system has been made using GA. In order to verify the effectiveness of the program, a practical project is analyzed. A comparison of GA and the traditional velocity method shows that more economical solution has been achieved by using GA. It is concluded that GA provides better optimal solutions for air-conditioning water system design.
机译：空调水系统的优化设计是一系列依赖非线性离散多变量的函数的优化问题。许多传统方法在该领域的应用并不令人满意。然而，遗传算法（GA）基于其固有的特性在解决这一问题上具有特殊的优势。本文采用遗传算法并将其应用于空调水系统的优化设计中。提出了数学模型和约束条件。本文全面介绍了遗传算法的基本原理，并分析了遗传算法的水系统特性，管道编码技术，评估函数，交叉算子和变异算子。利用遗传算法对中央空调水系统进行了优化设计。为了验证该程序的有效性，分析了一个实际项目。遗传算法与传统速度方法的比较表明，使用遗传算法可以实现更经济的解决方案。结论是，遗传算法为空调水系统设计提供了更好的最佳解决方案。

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    Feng X.; Zou Y.; Long W.;

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  • 年度 2006
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