Evolutionary Computation in Practice at GECCO 2021: Session Details

In the Evolutionary Computation in Practice (ECiP) track, well-known speakers with outstanding reputation in academia and industry present background and insider information on how to establish reliable cooperation with industrial partners. They actually run companies or are involved in cooperations between academia and industry. If you attend, you will learn multiple ways to extend EC practice beyond the approaches found in textbooks. Experts in real-world optimization with decades of experience share their approaches to creating successful projects for real-world clients. Some of what they do is based on sound project management principles, and some is specific to our type of optimization projects. A panel of experts describes a range of techniques you can use to identify, design, manage, and successfully complete an EA project for a client. If you are working in academia and are interested in managing industrial projects, you will receive valuable hints for your own research projects. The ECiP track is organizes by Thomas Bartz-Beielstein, Bogdan Filipič, and Sowmya Chandrasekaran.


Monday, July 12, 10:20-11:40 Session 1: Bridging the gap between academia and industry
Chair: Bogdan Filipič

Prescriptive Analytics in Production: Practical Applications of Evolutionary AI

Michael Affenzeller, Andreas Beham

Roadblocks to Finding Optimal Tunnel Alignments with Evolutionary Algorithms

Tea Tušar


Monday, July 12, 14:20-15:40 Session 2: ‘Real’ real-world optimization
Chair: Sowmya Chandrasekaran

AI-Based Control of Conveyor Applications Using a Digital Twin for Model Training

Niklas Körwer, Martin Bischoff

Model-based condition and process monitoring of automated assembly systems based on machine learning methods

Hans Fleischmann


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