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《Journal of Shanghai Jiaotong University》 2001-11
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Interactive Genetic Algorithm for Multiobjective Stochastic Programming

HU Yu da 1,2 , YANG Lei 1 ( 1. Dept. of Applied Math., Shanghai Jiaotong Univ., Shanghai 200030, China; 2. School of Math. and Information Science, Wenzhou Univ., Wenzhou 325027)  
The increasing complexity in decision making process has brought new hard solved problems involving diversity of objectives and various random factors. The generic algorithm (GA) is referred to as an efficient parallel and evolutionary search technique. Because of its independence of problem types in actual models and its better robustness in the iterative process, GA plays an important role in successfully handling complicated multiobjective problems. In this paper, a newly developed stochastic multiobjective genetic algorithm was introduced on basis of interactive approach. Integrated the niche technique with the construction of Pareto set filter, through continuous interaction with decision maker, a new family of Pareto efficient solution which satisfies the decision makers could be obtained.
【Fund】: 国家自然科学基金资助项目 ( 70 0 710 2 6)
【CateGory Index】: O221
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【References】
Chinese Journal Full-text Database 5 Hits
1 TONG Shi-qi1,WANG Nuo2,GUAN Lei2 (1.School of Management,Dalian University of Technology,Dalian 116023,China; 2.College of Transportation and Logistics,Dalian Maritime University,Dalian 116026,China);Expandation both of decision unit structure and its optimization method in decision network planning[J];Journal of Dalian Maritime University;2007-04
2 TONG Shi-qi1,ZHAO Ying-hui2,WANG Nuo1,2(1.School of Management,Dalian University of Technology,Dalian 116023,China;2.School of Transportation and Logistics,Dalian Maritime University,Dalian 116026,China);Stochastic Optimization Method of Project Logistics Scheme Based on Decision Network Planning Technique[J];Systems Engineering;2008-04
3 LI Shu-gang~1,WANG Li-ya~1,WU Zhi-ming~2,PANG Xiao-hong~2 (1.Dept. of Industrial Eng. and Management, Shanghai Jiaotong Univ., Shanghai 200030, China; 2. Dept. of Automation, Shanghai Jiaotong Univ., Shanghai 200030);An Accelerated Compact Genetic Algorithm and Its Application in Real Time Supply Chain[J];Journal of Shanghai Jiaotong University;2005-03
4 HE Zhi-yong, HUANG Chong-chao (School of Math. and Statistics Wuhan University, Wuhan 430072, China);GENETIC ALGORITHM BASED ON SIMULATION FOR TWO-STAGE STOCHASTIC PROGRAMMING[J];Journal of Mathematics;2004-06
5 WANG Hai-zheng,CHEN Sheng-hong,TONG Yun-huan(School of Economics and Management,Tsinghua University,Beijing 100084,China);Algorithm Study on Models of Multiple Objective Risk Decision under Principal and Subordinate Hierarch Decision-making[J];Operations Research and Management Science;2007-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Cao Yijia,Cheng Shijie Huazhong U niversity of Science and Technology,Wuhan430 0 74,China;SOME PRACTICAL TECHNIQUESFOR ENGINEERING APPLICATIONSOF EVOLUTIONARY ALGORITHMS[J];Automation of Electric Power Systems;2001-02
2 Li Yang-yang Jiao Li-cheng (Institute of Intelligent Information Processing,Xidian University,Xi’an 710071,China);Quantum-Inspired Immune Clonal Multiobjective Optimization Algorithm[J];Journal of Electronics & Information Technology;2008-06
3 Xie Tao Chen Huowang (Institute of Computer Science, National University of Defense Technology, Changsha 410073, China)[;Evolutionary Algorithms for Multi-objective Optimization and Decision-Making Problems[J];Engineering Science;2002-02
4 LIU Hai lin 1?2 ,LIU Yong qing 1 (1.Dept.of Automatic Engineering,South China University of Technology,Guangzhou 510640,China; 2.Dept.of Applied Mathematics,GDUT,Guangzhou 510090,China);The Fitness Selection about Evolutionary Algorithms For Multiobjective Optimization[J];Journal of Guangdong University of Technology;2002-01
5 ZHANG Qing,FENG Jie,ZHANG Jun-wen,XIE Wei (College of Physical Science and Technology,Huanggang Normal University,Huangzhou 438000,Hubei,China);Fast multi-swarm optimization based-on Cauchy mutation and crossover operation[J];Journal of Huanggang Normal University;2008-03
6 YU Jian-wei (Department of Math,Baoji College of Arts and Science,Baoji 721007,China);A Summary of Researches on Multi-Objective Evolutionary Algorithm[J];Natural Science Journal of Hainan University;2005-04
7 GONG MaoGuo1,JIAO LiCheng1,MA WenPing1 & DU HaiFeng1,2 1 Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China,Institute of Intelligent Information Processing,Xidian University,Xi’an 710071,China;2 School of Public and Administration,Xi’an Jiaotong University,Xi’an 710049,China;Multiobjective optimization using an immunodominance and clonal selection inspired algorithm[J];中国科学(F辑:信息科学)(英文版);2008-08
8 LIN Dan1,ZHAO Rui2 (1.Department of Mathematics,Tianjin University,Tianjin 300072,China; 2.Department of Mathematics,Tianjin University of Technology,Tianjin 300191,China);Multi-objective Evolutionary Algorithm Based on Random Weight-Sum Method[J];Computer Engineering and Applications;2006-32
9 WU Jun,ZHENG Jin-hua,WEN Shi-hua Institute of Information Engineering,Xiangtan University,Xiangtan,Hunan 411105,China;Multi-objective evolutionary algorithm based on similar individuals[J];Computer Engineering and Applications;2008-14
10 XIE Cheng-wang DING Li-xin(State Key Laboratory of Software Engineering,Wuhan University,Wuhan 430072,China);Study on Selection Strategies of Multiobjective Evolutionary Algorithms[J];Computer Science;2009-09
China Proceedings of conference Full-text Database 1 Hits
1 LI SHOUJU,LIU YINGXI,WANG DENGGANG & HE XIANG State Key Laboratory of Structural Analysis of Ind.Equip.,Dalian Univ.of Technology,P.R.China;Parameter identification procedure of initial stress field parameters in rock masses based on genetic algorithm[A];[C];2001
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Du Xiaoming (Nanjing University of Sci. & Tech., Nanjing, 210094) Yu Yongli (Ordnance Engineering Institute);INTELLIGENT MULTI-ATTRIBUTE DECISION MAKING[J];ACTA ARMAMENTARII;1999-01
2 Xiong Zhongkai;A New Mathematical Model for Sowing DCPm Problems[J];Journal of Chongqing Jiaotong University;1987-02
3 Zhao Yanlong, Ming Lei;Summarization of Construction Project Network Planning Optimization[J];Urban Roads Bridges & Flood Control;2007-01
4 SHEN Ming-hui,ZHOU Bo-zhao(College of Astronautics and Material,NUDT,Changsha 410073,China);Application of SQP to Optimal Midcourse Guidance[J];Journal of Ballistics;2006-03
5 Li Shengqing 1,2 Zhu Yinghao 1 Zhou Youqing 1 Peng Yulou 1 (1 Hu'nan University Changsha 410082 China 2 Zhuzhou Institute of Technology Zhuzhou 412008 China);Optimal Design of Passive Power Filters Based on Interaction Multi-modal Genetic Algorithm[J];Transactions of China Electrotechnical Society;2003-06
6 GU Liang-xian, GONG Chun-lin (College of Astronautics, Northwestern Polytechnical University, Xi'an 710072, China);A Comparison of Multidisciplinary Design Optimization Methods[J];Journal of Projectiles.Rockets.Missiles and Guidance;2005-01
7 SHEN Yan1,GUO Bing2,GU Tian-xiang1 (1. School of Electromechanical Engineering, UEST of China Chengdu 610054; 2. School of Computer, Sichuan Univarcity Chengdu 610041);Particle Swarm Optimization Algorithm and Comparison with Genetic Algorithm[J];Journal of University of Electronic Science and Technology of China;2005-05
8 LU Li1,ZHU Hong2 (1. School of Management Science, Univ. of Electron. Sci. & Tech. of China Chengdu 610054; 2. School of Electronic Engineering, Univ. of Electron. Sci. & Tech. of China Chengdu 610054);Research on Simulation Method of Random Network Plan[J];Journal of University of Electronic Science and Technology of China;2006-05
9 YANG Shu qin, ZHANG Yun jie, WANG Zhi qiang (Math.& Phys.Dept., Dalian Maritime Univ., Dalian 116026,China);A model and its algorithm on container yard problem[J];Journal of Dalian Maritime University;2002-S1
10 TONG Shi-qi1,WANG Nuo2,GUAN Lei2 (1.School of Management,Dalian University of Technology,Dalian 116023,China; 2.College of Transportation and Logistics,Dalian Maritime University,Dalian 116026,China);Expandation both of decision unit structure and its optimization method in decision network planning[J];Journal of Dalian Maritime University;2007-04
China Proceedings of conference Full-text Database 1 Hits
1 Cai Yun, Sun Guozheng (College of logistic engineering, Wuhan University of Technology, Wuhan 430063);A Simulation and Optimization method for Berth and Quay Crane Simultaneous Scheduling[A];[C];2005
【Secondary References】
Chinese Journal Full-text Database 8 Hits
1 YU Hui1,DENG Liang1,SUN Cai-hong2 1.School of Economics and Business Administration,Chongqing University,Chongqing 400030,China 2.Research Center of the Economy of the Upper Reaches of Yangtze River,Chongqing Technology and Business University,Chongqing 400067,China;A CVaR model of supply chain emergency assistance[J];Journal of Management Sciences in China;2011-06
2 L Jing,GONG Xiao-xing,ZHOU Li-li(Dalian Maritime University,Transportation Management College,116026,China);Analysis of simulation of container terminals logistics system based on Witness[J];Port & Waterway Engineering;2010-05
3 LI Yuan-sheng,CHEN Xiao-hui,WU Qun(School of Information Science and Engineering,Guilin University of Technology,Guilin Guangxi 541004,China);Application of Ant Colony Algorithm in 110-police on-patrol Car System[J];Communications Technology;2010-10
4 ZHANG Yu, WANG Shao-mei (College of Logistic Engineering, Wuhan University of Technology, Wuhan 430063, China);Research of Dynamic Berth Allocation of Continuous Case Based on GA[J];Journal of System Simulation;2007-10
5 CAI Yun1,HUO Yong-zhong2(1.College of Machinery and Automation,Wuhan University of Science and Technology,Wuhan 430081,China;2.Modern Education Information Center,Wuhan University of Science and Technology,Wuhan 430081,China);Simulation and Optimization of Container Terminal Logistics System:an Overview[J];Journal of System Simulation;2009-08
6 MA Fei,CAO Zeyang,LIU Hui (College of Missile,Air Force Engineering University,Xi 'an 713800,China);Firing Application Strategies of Ground-to-Air Missile Composite Group Based on Stackelberg Decision Model[J];Information and Control;2010-06
7 Ji Sanyou Yuan Zongxi;The research of simulation system for the layout of container port based on virtual reality[J];China Water Transport(Theory Edition);2006-03
8 LI Yan-ni,RAN Mao-sheng(College of Economics & Business Administration,Chongqin University,Chongqin 400030,China);The Study of Commercial Bank Liquidity Risk Management Method and Improvement——Application of Dynamic Programs with Simple Recourse Under Fuzzy Qualitative Constraints[J];Chinese Journal of Management Science;2011-03
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