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Optimization and Simulation
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Related lectures (32)
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The String Game
Delves into the string game, showcasing the limitations of exhaustive testing and the importance of heuristics in problem-solving.
Shape Design: Optimization and Simulation
Explores shape design, optimization, and simulation using geodesic CNNs for aerodynamic performance.
Optimization and Simulation
Introduces discrete event simulation through the example of Rico at Satellite, emphasizing the importance of statistical analysis.
Mechanical Search on Shelves: Efficient Stacking and Destacking
Discusses optimizing object retrieval in cluttered environments using efficient stacking and destacking techniques.
Applied Mechanical Design: Detail Design
Explores the process of detail design in mechanical engineering, from concept to final design.
Optimization and Simulation
Explores optimization and simulation techniques for variance reduction in draws.
Optimization Techniques: Stochastic Gradient Descent and Beyond
Discusses optimization techniques in machine learning, focusing on stochastic gradient descent and its applications in constrained and non-convex problems.
Connect Four: Alpha-Beta Pruning and Monte-Carlo Tree Search
Explores solving Connect Four using game theory algorithms and compares Alpha-Beta pruning with Monte-Carlo tree search.
SAT Solver: Optimization Techniques
Explores optimization techniques in SAT solvers and their application in Sudoku solving.
Optimization vs. Simulation in Energy Systems Engineering
Discusses optimization vs. simulation in energy systems engineering, district heating networks, and scientific writing guidelines.