Meetings/Workshops on Soft Computing, Evolutionary Computation, Metaheuristic Optimization, Fuzzy Logic in the United States (USA)
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18 Feb 2020 - 21 Feb 2020 • Los Angeles, CA, United States
Institute for Pure and Applied Mathematics (IPAM), UCLA
Psychiatric disorders are typically diagnosed and evaluated using subjective psychological exams that assess symptoms, thoughts, feelings and behavioral patterns. Ongoing and recent advances in measurements provide EEG, functional MRI, optogenetic, genomic, and metabolic data. Along with mathematical methods developed to analyze these data, a more physiological and quantitative approach for diagnosis and treatment can be envisioned. This workshop will explore how modern computational tools and mathematical modeling can be integrated with measurements to improve psychiatric diagnosis and treatment.
Intersections between Control, Learning and Optimization
24 Feb 2020 - 28 Feb 2020 • Los Angeles, CA, United States
Relationships between the areas of control, learning, and optimization have always been strong, but have recently been expanding and deepening in surprising ways. Optimization formulations and algorithms have historically been vital to solving problems in control and learning, while conversely, control and learning have provided interesting perspectives on optimization methods. Intersections that have been explored recently include relationships between reinforcement learning and model predictive control, and the use of control techniques to analyze the convergence of optimization algorithms. This workshop will bring together researchers who work in Control, Learning, and Optimization to discuss current areas of interaction and explore possibilities for future areas of collaboration.
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Last updated: 21 July 2019