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Pei LI, Guotian CAI, Yuntao ZHANG, Shangjun KE, Peng WANG, Liping GAO
《能源前沿(英文)》 2020年 第14卷 第2期 页码 241-253 doi: 10.1007/s11708-020-0660-9
关键词: generation-grid-load-storage energy internet economy-environment-energy efficiency multi-objective optimal allocation mathematical model
Belkacem MAHDAD, K. SRAIRI
《能源前沿(英文)》 2013年 第7卷 第1期 页码 75-89 doi: 10.1007/s11708-012-0222-x
关键词: differential evolution multi-objective function optimal power flow economic dispatch valve point effect environment wind source STATCOM
Hassan HAJABDOLLAHI, Mohammad SHAFIEY DEHAJ, Babak MASOUMPOUR, Mohammad ATAEIZADEH
《能源前沿(英文)》 2022年 第16卷 第5期 页码 862-875 doi: 10.1007/s11708-022-0839-3
关键词: constructal theory extended surface effectiveness total heat transfer area multi-objective optimization
Multi-objective optimal design of braced frames using hybrid genetic and ant colony optimization
Mehdi BABAEI,Ebrahim SANAEI
《结构与土木工程前沿(英文)》 2016年 第10卷 第4期 页码 472-480 doi: 10.1007/s11709-016-0368-4
关键词: multi-objective hybrid algorithm ant colony genetic algorithm displacement weighted sum method steel braced frames
提高在线模型识别平台效率的多目标最优实验设计框架 Article
Arun Pankajakshan, Conor Waldron, Marco Quaglio, Asterios Gavriilidis, Federico Galvanin
《工程(英文)》 2019年 第5卷 第6期 页码 1049-1059 doi: 10.1016/j.eng.2019.10.003
自动化和数字化方面的最新进展使得物理设备与其对应的虚拟设备紧密集成,从而促进了实时建模与多个过程的自动优化。此类系统提供了丰富且不断更新的数据环境,使得系统随着时间的推移做出决策,并将过程推向最优目标成为可能。在许多制造过程中,为了实现整体最优过程,必须同时评估与过程性能和成本有关的多个目标函数。本文提出了一个多目标最优实验设计框架,用于提高在线模型识别平台的效率。所提出的框架能够灵活权衡实验设计解决方案,这些解决方案可以在线计算(即在执行实验期间)。将该框架应用于流动反应器中动力学模型在线识别的案例研究,并确定了微反应器中苯甲酸(benzoic acid, BA)和乙醇酯化的动力学模型。
Yue CHEN; Rong XU; Hao WU; Tao SHENG
《结构与土木工程前沿(英文)》 2022年 第16卷 第9期 页码 1089-1103 doi: 10.1007/s11709-022-0851-z
关键词: pin-supported rocking wall reinforced concrete frame seismic retrofit stiffness demand drift concentration factor multi-objective design genetic algorithm Pareto optimal solution
谢涛,陈火旺
《中国工程科学》 2002年 第4卷 第2期 页码 59-68
近年来,多目标优化与决策问题求解已成为演化计算的一个重要研究方向。为使演化算法的种群解 能尽快收敛并均匀分布于多目标问题的非劣最优域,多目标演化算法的研究热点集中在基于Pareto最优概念的 种群个体的比较与排序、适应值賦值与小生境技术等方面。介绍了多目标优化与决策技术的发展历史与分类方 法,分析了基于Pareto最优概念与不基于Pareto最优概念两大类的多目标演化算法,并详细比较与分析了几种 典型多目标演化算法。其次,论述了与多目标演化算法研究紧密相关的一些问题,如多目标问题解的性质,测 试函数集设计,算法性能评估技术,算法收敛性,并行实现以及实际多目标优化问题的处理等。
Uncertain and multi-objective programming models for crop planting structure optimization
Mo LI,Ping GUO,Liudong ZHANG,Chenglong ZHANG
《农业科学与工程前沿(英文)》 2016年 第3卷 第1期 页码 34-45 doi: 10.15302/J-FASE-2016084
关键词: crop planting structure optimization model uncertainty multi-objective
《机械工程前沿(英文)》 2023年 第18卷 第2期 doi: 10.1007/s11465-022-0737-8
关键词: selective laser melting (SLM) build orientation determination multi-feature mechanical part (MFMP) fuzzy analytical hierarchy process multi-objective decision making (MODM)
《机械工程前沿(英文)》 2022年 第17卷 第3期 doi: 10.1007/s11465-022-0701-7
关键词: magnesium/aluminum assembled wheel riveting residual stress fatigue analysis impact analysis multi-objective optimization
Muhammad Farhan AUSAF,Liang GAO,Xinyu LI
《机械工程前沿(英文)》 2015年 第10卷 第4期 页码 392-404 doi: 10.1007/s11465-015-0353-y
For increasing the overall performance of modern manufacturing systems, effective integration of process planning and scheduling functions has been an important area of consideration among researchers. Owing to the complexity of handling process planning and scheduling simultaneously, most of the research work has been limited to solving the integrated process planning and scheduling (IPPS) problem for a single objective function. As there are many conflicting objectives when dealing with process planning and scheduling, real world problems cannot be fully captured considering only a single objective for optimization. Therefore considering multi-objective IPPS (MOIPPS) problem is inevitable. Unfortunately, only a handful of research papers are available on solving MOIPPS problem. In this paper, an optimization algorithm for solving MOIPPS problem is presented. The proposed algorithm uses a set of dispatching rules coupled with priority assignment to optimize the IPPS problem for various objectives like makespan, total machine load, total tardiness, etc. A fixed sized external archive coupled with a crowding distance mechanism is used to store and maintain the non-dominated solutions. To compare the results with other algorithms, a C-matric based method has been used. Instances from four recent papers have been solved to demonstrate the effectiveness of the proposed algorithm. The experimental results show that the proposed method is an efficient approach for solving the MOIPPS problem.
关键词: integrated process planning and scheduling (IPPS) dispatching rules priority based optimization algorithm multi-objective optimization
Optimal dome design considering member-related design constraints
Tugrul TALASLIOGLU
《结构与土木工程前沿(英文)》 2019年 第13卷 第5期 页码 1150-1170 doi: 10.1007/s11709-019-0543-5
关键词: dome structure geometric nonlinearity multi-objective optimization API RP2A-LRFD
Multi-objective optimization of a hybrid distributed energy system using NSGA-II algorithm
Hongbo REN, Yinlong LU, Qiong WU, Xiu YANG, Aolin ZHOU
《能源前沿(英文)》 2018年 第12卷 第4期 页码 518-528 doi: 10.1007/s11708-018-0594-7
In this paper, a multi-objective optimization model is established for the investment plan and operation management of a hybrid distributed energy system. Considering both economic and environmental benefits, the overall annual cost and emissions of CO2 equivalents are selected as the objective functions to be minimized. In addition, relevant constraints are included to guarantee that the optimized system is reliable to satisfy the energy demands. To solve the optimization model, the non-dominated sorting generic algorithm II (NSGA-II) is employed to derive a set of non-dominated Pareto solutions. The diversity of Pareto solutions is conserved by a crowding distance operator, and the best compromised Pareto solution is determined based on the fuzzy set theory. As an illustrative example, a hotel building is selected for study to verify the effectiveness of the optimization model and the solving algorithm. The results obtained from the numerical study indicate that the NSGA-II results in more diversified Pareto solutions and the fuzzy set theory picks out a better combination of device capacities with reasonable operating strategies.
关键词: multi-objective optimization hybrid distributed energy system non-dominated sorting generic algorithm II fuzzy set theory Pareto optimal solution
Multi-objective optimization of surface texture for the slipperswash plate interface in EHA pumps
《机械工程前沿(英文)》 2022年 第17卷 第4期 doi: 10.1007/s11465-022-0704-4
关键词: electro-hydrostatic actuator axial piston pump slipper/swash plate interface multi-objective optimization surface texture
Yilei Lu, Yunqing Huang, Siyu Zeng, Can Wang
《环境科学与工程前沿(英文)》 2020年 第14卷 第2期 doi: 10.1007/s11783-019-1200-x
关键词: Urban development plan Urban water system Carrying capacity Scenario analysis Multi-objective optimization
标题 作者 时间 类型 操作
Multi-objective optimal allocation strategy for the energy internet in Huangpu District, Guangzhou, China
Pei LI, Guotian CAI, Yuntao ZHANG, Shangjun KE, Peng WANG, Liping GAO
期刊论文
Solving multi-objective optimal power flow problem considering wind-STATCOM using differential evolution
Belkacem MAHDAD, K. SRAIRI
期刊论文
Optimal design analysis of a tubular heat exchanger network with extended surfaces using multi-objective
Hassan HAJABDOLLAHI, Mohammad SHAFIEY DEHAJ, Babak MASOUMPOUR, Mohammad ATAEIZADEH
期刊论文
Multi-objective optimal design of braced frames using hybrid genetic and ant colony optimization
Mehdi BABAEI,Ebrahim SANAEI
期刊论文
提高在线模型识别平台效率的多目标最优实验设计框架
Arun Pankajakshan, Conor Waldron, Marco Quaglio, Asterios Gavriilidis, Federico Galvanin
期刊论文
A multi-objective design method for seismic retrofitting of existing reinforced concrete frames using
Yue CHEN; Rong XU; Hao WU; Tao SHENG
期刊论文
Uncertain and multi-objective programming models for crop planting structure optimization
Mo LI,Ping GUO,Liudong ZHANG,Chenglong ZHANG
期刊论文
Build orientation determination of multi-feature mechanical parts in selective laser melting via multi-objective
期刊论文
Fatigue and impact analysis and multi-objective optimization design of Mg/Al assembled wheel considering
期刊论文
Optimization of multi-objective integrated process planning and scheduling problem using a priority based
Muhammad Farhan AUSAF,Liang GAO,Xinyu LI
期刊论文
Multi-objective optimization of a hybrid distributed energy system using NSGA-II algorithm
Hongbo REN, Yinlong LU, Qiong WU, Xiu YANG, Aolin ZHOU
期刊论文
Multi-objective optimization of surface texture for the slipperswash plate interface in EHA pumps
期刊论文