文献类型：期刊文献

中文题名：基于数学优化算法的多杂质用水网络优化综述

英文题名：Review of the mathematical optimization algorithms for water networks with polymictic impurity

作者：周枫[1];徐宏勇[1];蔡兰坤[1]

机构：[1]华东理工大学,上海200237

年份：2014

卷号：34

期号：6

起止页码：10

中文期刊名：工业水处理

外文期刊名：Industrial Water Treatment

收录：CSTPCD;;北大核心:【北大核心2011】；CSCD:【CSCD2013_2014】；

语种：中文

中文关键词：数学优化算法;水网络优化;智能算法

外文关键词：mathematical optimization algorithms ; water network optimization ; intelligent algorithms

摘要：基于超结构的多杂质用水网络优化模型具有维数高、非线性和非凸性等特点,是目前节水技术研究的难点之一,数学优化算法是解决这一问题的主要工具。介绍了数学优化算法中的经典数学规划法、智能算法和智能混合算法解决多杂质水网络优化问题的研究进展。智能混合算法通用性高,较其他算法具有更强的全局和局部寻优能力,更适用于多杂质水网络的优化。开发智能混合算法,综合考虑换热网络和着眼企业现场条件是今后水网络优化研究的重点。
Since the optimized model of water networks having superstructural polymictic impurity is characterizedby high dimensions, non-linearity and non-convexity, etc, it is one of the difficulties in the present research on water-saving technology. Mathematical optimization algorithm is the main tool for solving this problem. The researchprogress in the classical mathematical programming of mathematical optimization algonithms and intelligent algo-rithms and intelligent hybrid algorithms for solving the problems in water network having polymictic impurity is in-troduced. The intelligent hybrid algorithm,which has higher versatility and stronger global and local search ability,is more suitable for the optimization of water networks having polymictic impurity. Developing intelligent hybrid al-gorithm, comprehensively studying the heat exchange network and focusing on the future corporate site conditionswill be the research focus of the water network optimization in the future.