04/29/2026
Distinguished Professor Yahya Rahmat-Samii delivered an hour-long Raj and Jeanette Mittra Distinguished Lecture titled “From Darwin to Swarms to Brainstorms: Evolutionary Optimization for Modern Electromagnetic Engineering Design.” The talk was held at Penn State University in State College, Pennsylvania, on Friday, April 10, 2026, and was sponsored by the Department of Electrical Engineering and the School of Engineering.
The Distinguished lecture highlighted the rapidly expanding role of advanced computational techniques in the optimal design of complex engineering systems, emphasizing the growing importance of Evolutionary Optimization (EO) methodologies over traditional brute-force approaches. It focused on nature-inspired algorithms, including Genetic Algorithms (GA), Particle Swarm Optimization (PSO), and Brain Storm Optimization (BSO), explaining their underlying principles and recent advances. The presentation demonstrated the application of these techniques to a wide range of electromagnetic engineering problems: spanning space and planetary missions, medical and wireless devices, multifunctional and adaptive antennas, metamaterials, and nanostructures – while also assessing their practical advantages and limitations. In addition, it discussed the integration of machine learning and AI platforms to accelerate computational processes and further enhance optimization efficiency.