报告题目:A Simulation-Based Optimization Approach for Multi-Objective Facility Location Problem in Humanitarian Logistics
报告摘要:In this presentation, we will present our simulation-based optimization method that aims to address the multi-objective facility location problem (FLP) in the context of humanitarian logistics. First, some background knowledge of multi-objective optimization (MOP) and simulation is introduced. Then, an instantiation of FLP with three objectives is described and solved using a multi-objective simulation optimization approach, which consists of evolutionary algorithms and an agent-based forced migration simulation. The proposed approach is applied to a case study of the South Sudan conflict, and some results are discussed. Finally, the main contributions and future work are summarized.
报告人简介:薛亚妮博士是英国布鲁奈尔大学计算机系讲师。研究领域主要包括多/超目标优化、进化算法、系统建模与仿真,以及基于搜索的软件工程。薛博士于2021年在布鲁奈尔大学伦敦获得计算机科学博士学位。薛博士曾担任第22届国际计算科学大会(ICCS 2022)分会主席,并担任2022年和2024年冬季仿真大会(WSC)仿真与人工智能分会的程序委员会成员。薛博士同时担任多个国际知名期刊和会议的审稿人。
报告时间:2025年8月11日(星期一)下午 4:30
报告地点:扬州大学瘦西湖校区数学学院208报告厅
联系人:刘玉荣
主办单位:扬州大学数学学院
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