Optimization and Simulation

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Related lectures (31)

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Monte Carlo Methods: Thermal Radiation Applications

Discusses the application of Monte Carlo methods in thermal radiation analysis, focusing on probability functions and numerical integration techniques.

Optimization and Simulation

Covers the general framework of optimization and simulation, including deterministic control and the optimization problem.

Optimization and Simulation: Bayesian Inference

Explores Bayesian inference, knapsack problem, and prediction using Markov Chain Monte Carlo methods.

Shape Design: Optimization and Simulation

Explores shape design, optimization, and simulation using geodesic CNNs for aerodynamic performance.

Monte Carlo: Optimization and Estimation

Explores optimization and estimation in Monte Carlo methods, emphasizing Bayes-optimal groups and estimators.

Mechanical Search on Shelves: Efficient Stacking and Destacking

Discusses optimizing object retrieval in cluttered environments using efficient stacking and destacking techniques.

Optimization and Simulation: Heuristics Intensification

Explores optimization and simulation techniques, emphasizing heuristics intensification for efficient solution finding.

Applied Mechanical Design: Detail Design

Explores the process of detail design in mechanical engineering, from concept to final design.

Hydrologic Parameters Optimization

Covers hydrologic parameters optimization using RS MINERVE software and analyzes the best solution.

Estimation and Confidence Intervals

Explores bias, variance, and confidence intervals in parameter estimation using examples and distributions.