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基于NSGA-II和熵权-TOPSIS法的工程项目方案优选

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工程项目施工的设计阶段常面临多种可选方案.在确定最佳方案时,需保证其能够最大限度地实现功能,同时也要尽可能地降低施工所需的投资成本,最大限度缩短工期,提升工程可靠度.针对上述问题提出了基于非支配排序遗传算法(NSGA-Ⅱ)的工期—成本—质量多目标优化模型,使用熵权-TOPSIS法选择出合适的优选方案.以机场场道施工为例,为其提供合适的设计思路.
Optimization of Project Scheme Based on NSGA-II and Entropy Weight-TOPSIS Method
The design phase of construction projects is often faced with a variety of options.When determining the best solu-tion,it is necessary to ensure that it can maximize the function,and at the same time,it is necessary to minimize the investment cost required for construction,minimize the construction period,and improve the reliability of the project.In order to solve the above problems,a duration-cost-quality multi-objective optimization model based on non-dominance ranking genetic algorithm(NSGA-II.)is proposed,and the entropy weight-TOPSIS method is used to select the appropriate preferred scheme.Taking the con-struction of the airport road as an example,suitable design ideas are provided for it.

NSGA-IIairport runwayprogram preferredTOPSIS method

何元清、巩晋华、何止戈

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中国民用航空飞行学院 德阳 618307

NSGA-II 机场场道 方案优选 TOPSIS法

2024

舰船电子工程
中国船舶重工集团公司第709研究所 中国造船工程学会 电子技术学术委员会

舰船电子工程

CSTPCD
影响因子:0.243
ISSN:1627-9730
年,卷(期):2024.44(11)