《Complex System Modeling and Simulation》

作品数:102被引量:116H指数:7
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《Complex System Modeling and Simulation》
主办单位:清华大学
最新期次:2024年4期更多>>
发文主题:BASED_ONSCHEDULINGREINFORCEMENT_LEARNINGDISTRIBUTEDOPTIMIZATION更多>>
发文领域:自动化与计算机技术理学经济管理电子电信更多>>
发文基金:国家自然科学基金国家社会科学基金中国博士后科学基金广东省自然科学基金更多>>
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A Review of Integrated Optimization Method of Batch Planning and Scheduling for Steelmaking-Continuous Casting-Hot Rolling Production Under Uncertain Environment Based on Lagrangian Relaxation Framework
《Complex System Modeling and Simulation》2024年第4期387-401,共15页Liangliang Sun Xirang Hao Yunpeng Li Jinghan Xue Natalia M.Matsveichuk Yuri N.Sotskov Qichun Zhang 
supported by the National Natural Science Foundation of China(No.92367106);Natural Science Foundation of Hebei Province of China(No.F2023501006);supported by the Belarusian Republican Foundation for Fundamental Research(No.Ф23РНФ-017).
The integrated process of steelmaking,continuous casting,and hot rolling(SM-CC-HR)covers the entire process from refining liquid steel to manufacturing semi-finished steel products.lts batch planning and scheduling ar...
关键词:steelmaking-continuous castinghot rolling batch planning production scheduling UNCERTAIN Lagrangian relaxation 
Advance in Significant Wave Height Prediction:A Comprehensive Survey
《Complex System Modeling and Simulation》2024年第4期402-439,共38页Jinyuan Mo Xianghan Wang Shengjun Huang Rui Wang 
supported by the Open Project of Xiangjiang Laboratory(No.22XJ02003);National Science Fund for Outstanding Young Scholars(No.62122093);Science&Technology Project for Young and Middle-aged Talents of Hunan(No.2023TJ-Z03);University Fundamental Research Fund(Nos.23-ZZCX-JDZ-28 and ZK21-07).
The significant wave height prediction holds critical value for marine energy development,coastal infrastructure planning,and ensuring safety in maritime operations.The precision of such predictions carries substantia...
关键词:significant wave height prediction feature selection data decomposition parameter optimization 
TOTAL CONTENTS Complex System Modeling and Simulation, Vol. 4, 2024
《Complex System Modeling and Simulation》2024年第4期I0001-I0002,共2页
Q-learning Based Meta-Heuristics for Scheduling Bi-Objective Surgery Problems with Setup Time
《Complex System Modeling and Simulation》2024年第4期321-338,共18页Ruixue Zhang Hui Yu Adam Slowik Kaizhou Gao 
supported by the National Natural Science Foundation of China under Grant 62173356;the Science and Technology Development Fund(FDCT),Macao,China,under Grant 0019/2021/A,Zhuhai Industry-University-Research Project with Hong Kong and Macao under Grant ZH22017002210014PWC,the Guangdong Basic and Applied Basic Research Foundation(2023A1515011531);research on the Key Technologies for Scheduling and Optimization of Complex Distributed Manufacturing Systems(22JR10KA007).
Since the increasing demand for surgeries in hospitals,the surgery scheduling problems have attracted extensive attention.This study focuses on solving a surgery scheduling problem with setup time.First a mathematical...
关键词:surgery scheduling META-HEURISTICS Q-earning MAKESPAN 
Graph Pointer Network Based Hierarchical Curriculum Reinforcement Learning Method Solving Shuttle Tankers Scheduling Problem
《Complex System Modeling and Simulation》2024年第4期339-352,共14页Xiaoyong Gao Yixu Yang Diao Peng Shanghe Li Chaodong Tan Feifei Li Tao Chen 
supported by the National Natural Science Foundation of China(Nos.22178383 and 21706282);Beijing Natural Science Foundation(No.2232021);Research Foundation of China University of Petroleum(Beijing)(No.2462020BJRC004).
Shuttle tankers scheduling is an important task in offshore oil and gas transportation process,which involves operating time window fulfillment,optimal transportation planning,and proper inventory management.However,c...
关键词:graph pointer network hierarchical reinforcement learning curriculum learning shuttle tanker scheduling problem 
Automatic Optimization of Guidance Guardrail Layout Based on Multi-Objective Evolutionary Algorithm
《Complex System Modeling and Simulation》2024年第4期353-367,共15页Wei-Li Liu Yixin Chen Xiang Li Jinghui Zhong Rongjun Chen Hu Jin 
supported in part by the National Natural Science Foundation of China under Grant 62076098;in part by the Guangdong Basic and Applied Basic Research Foundation under Grants 2021A1515110072 and 2023A1515012291;in part by the Key Research and Development Program of JiangXi Province under Grant 20212BBE53002;in part by the Key Research and Development Program of YiChun City under Grant 20211YFG4270;in part by the Special Projects in Key Fields of Ordinary Universities of Guangdong Province under Grant 2021ZDZX1087.Besides,the authors express sincere gratitude to the Transportation Operations Coordination Center(TOCC)in Chengdu for their invaluable support in conducting this research。
Guardrails commonly play a significant role in guiding pedestrians and managing crowd flow to prevent congestion in public places.However,existing methods of the guardrail layout mainly rely on manual design or mathem...
关键词:automatical guardrall layout optimization crowd simulation multi-objective evolutionary algorithm 
Reinforcement Learning-Driven Intelligent Truck Dispatching Algorithms for Freeway Logistics
《Complex System Modeling and Simulation》2024年第4期368-386,共19页Xiao Jing Xin Pei Pengpeng Xu Yun Yue Chunyang Han 
supported by the National Key Research and Development Program of China(No.2021YFC3001500);Natural Science Foundation of China(No.52302433);Natural Science Foundation of Guangdong Province,China(No.2023A1515012404);Science and Technology Projects in Guangzhou(No.2024A04J3838);Fundamental Research Funds for the Central Universities(No.2022ZYGXZR052);China Postdoctoral Science Foundation(No.2021M701898).
Freeway logistics plays a pivotal role in economic development.Although the rapid development in big data and artificial inteligence motivates long+haul freeway logistics towards informatization and intellectualizatio...
关键词:full-truckload less-than-truckload truck dispatch REPOSITION reinforcement learning 
Improved Dynamic Q-Learning Algorithm to Solve the Lot-Streaming Flowshop Scheduling Problem with Equal-Size Sublots
《Complex System Modeling and Simulation》2024年第3期223-235,共13页Ping Wang Renato De Leone Hongyan Sang 
supported by the National Natural Science Foundation of China (Nos.62473186,62273221,and 52205529);Discipline with Strong Characteristics of Liaocheng University-Intelligent Science and Technology (No.319462208);Natural Science Foundation of Shandong Province (Nos.ZR2021QF036 and ZR2021QE195).
The lot-streaming flowshop scheduling problem with equal-size sublots(ELFSP)is a significant extension of the classic flowshop scheduling problem,focusing on optimize makespan.In response,an improved dynamic Q-learnin...
关键词:lot-streaming flowshop sechduling Q-earning dynamic search reward function 
A Multi-Objective Hybrid Algorithm for the Casting Scheduling Problem with Unrelated Batch Processing Machine
《Complex System Modeling and Simulation》2024年第3期236-257,共22页Wei Zhang Hongtao Tang Wenyi Wang Mengzhen Zhuang Deming Lei Xi Vincent Wang 
The casting production process typically involves single jobs and small batches,with multiple constraints in the molding and smelting operations.To address the discrete optimization challenge of casting production sch...
关键词:multi-objective optimization unrelated Batch Processing Machines(BPMs) casting scheduling virus optimizationalgorithm 
Low-Carbon Economic Operation Optimization of Mine Integrated Energy System Considering Energy Supply Uncertainty
《Complex System Modeling and Simulation》2024年第3期258-273,共16页Xiaokang Wu Yong Zhang Xiaotian Fei Hejuan Hu Xiaoyan Sun Dunwei Gong Xianfang Song 
Mine integrated energy system(MIES)can promote the uilliation of derived energy and achieve multi-energy complementation and ecological protection.Now it gradually becomes an important focus for scientific carbon redu...
关键词:mine integrated energy system UNCERTAINTY information gap decision theory(IGDT) low-carbon economic dispatch 
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