IT讲坛2025年第9期 Evolutionary Algorithms Supported Decision-Making for Sustainable Cities
讲座时间:6月16日 14:00-16:00
讲座地点:勤园12-304
报告人简介:
Prof. Jamal Toutouh is a Tenured Professor in the Department of Languages and Computer Science and Vice Dean for Academic Affairs and Quality at the University of Málaga (Spain). He is also a Research Affiliate at the Massachusetts Institute of Technology (MIT). His research focuses on Artificial Intelligence and Machine Learning, with emphasis on evolutionary computation, generative models, and their application to smart cities, sustainable urban mobility, and climate-aware systems. He has published over 80 scientific works, including journal articles, book chapters, and international conference papers, and has received multiple national and international awards. He collaborates with institutions such as MIT, Harvard, and the University of Luxembourg, and currently leads research and technology transfer projects at both national and international levels.
报告主要内容:
This talk will explore how evolutionary algorithms can be leveraged to support decision-making in the context of sustainable and intelligent urban systems. Drawing from real-world applications in mobility, tourism, and energy optimization, the lecture will illustrate how population-based metaheuristics can address complex multi-objective problems under uncertainty and dynamic constraints. The session will also introduce recent developments in integrating these algorithms with data-driven models and digital twins to enhance the planning and resilience of smart cities. Through examples and case studies, the audience will gain insights into the potential of AI-supported optimization for building more sustainable, efficient, and equitable urban environments.