报告信息

报告主题：Lessons Learned after 25 Years Designing Multi-Objective Evolutionary Algorithms （25 年设计多目标进化算法的经验与教训）

主讲人：Carlos A. Coello Coello 教授

时间：2023年4月17日周一10:00

地点：致腾楼522

报告简介

In this talk, I will describe my origins as a researcher working in a field which is now known as "evolutionary multi-objective optimization"(EMOO), 25 years ago. Then, I'll describe the inception of my research group at Cinvestav (in Mexico City, Mexico) in 2001, including some of the issues (good and bad) that researchers had to face at that time in Mexico. I will also mention some of the main differences between the way in which research on EMOO was conducted 25 years ago with respect to current research practices including, among other things, topics and methodological issues. In the last part of the talk, I'll briefly mention some of the pioneering contributions developed at my research group, but not without mentioning some of our biggest failures, too. The discussion will include some of the research topics in which I am currently interested. I'll finalize the talk with my personal (and a bit critical) view of the way in which research on EMOO is being conducted today, including some advice for young researchers working in this exciting field.

中文：

在本次讲座中，我将描述我在25年前成为一名研究“多目标进化优化”（Evolutionary Multi-objective Optimization, EMOO）领域的研究者的经历。接着，我将介绍我们研究团队2001年在墨西哥城Cinvestav成立时面临的一些问题，包括一些好的和不好的方面。我还将提到25年前的EMOO研究与当前的研究实践之间的主要差异，包括课题和方法论等。在讲座的最后部分，我将简要介绍我们研究团队开展的一些开创性工作，但也会提到我们的一些失败的工作。本次讨论将包括我目前感兴趣的一些研究课题。最后，我将给年轻的研究者们提供一些关于当前EMOO研究方式的个人看法和一些建议。

嘉宾简介

Carlos A. Coello Coello

IEEE Fellow

Carlos A. Coello Coello is currently a Full Professor with distinction (Investigador Cinvestav 3F) at the Computer Science Department of CINVESTAV-IPN in Mexico City, Mexico. He has authored and coauthored over 450 technical papers and book chapters. He has also coauthored the book Evolutionary Algorithms for Solving Multi-Objective Problems (Second Edition, Springer, 2007).

Prof. Coello Coello is currently the Editor-in-Chief of the IEEE Transactions on Evolutionary Computation (IF: 16.815). He is a member of the Association for Computing Machinery and the Mexican Academy of Science.

Prof. Coello Coello is an IEEE Fellow since January 2011. He also was a recipient of the 2007 National Research Award from the Mexican Academy of Science, the 2012 National Medal of Science in Physics, Mathematics and Natural Sciences from Mexico's presidency, the 2013 IEEE Kiyo Tomiyasu Award, the 2016 The World Academy of Sciences (TWAS) Award in “Engineering Sciences”, and the 2021 IEEE Computational Intelligence Society Evolutionary Computation Pioneer Award.

中文：Carlos A. Coello Coello目前是墨西哥城CINVESTAV-IPN计算机科学系的一位杰出教授（Investigador Cinvestav 3F）。他已经撰写和合著了450多篇技术论文和书籍章节。他还与其他人合著了书籍《Evolutionary Algorithms for Solving Multi-Objective Problems》（第二版，Springer，2007）。

Coello Coello教授目前担任IEEE Transactions on Evolutionary Computation的主编（影响因子：16.815）。他是计算机协会和墨西哥科学院的成员。

Coello Coello教授于2011年成为IEEE Fellow，并曾获得 2007年墨西哥科学院国家研究奖、2012 年墨西哥总统授予的物理、数学和自然科学的国家科学奖章、2013年IEEE Kiyo Tomiyasu奖、2016年“工程科学”领域的世界科学院奖以及2021年IEEE计算智能学会进化计算先锋奖。