Optimization and Simulation

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Related lectures (32)

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Markov Chains: Simulation and Optimization

Explores Markov chains, Metropolis-Hastings, and simulation for optimization purposes, highlighting the significance of ergodicity in efficient variable simulation.

Bioprocesses Design: MATLAB Basics

Covers designing and optimizing bioprocesses using MATLAB for modeling enzyme kinetics, chemical design, and bioreactors.

Simulation: Control of Dynamic Systems

Explores simulation of common structures and control of dynamic systems through friction and elasticity constants.

Applied Mechanical Design: Detail Design

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

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.

Optimization and Simulation

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

Hydrologic Parameters Optimization

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

Mechanical Search on Shelves: Efficient Stacking and Destacking

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

Mixture Models: Simulation-based Estimation

Explores mixture models, including discrete and continuous mixtures, and their application in capturing taste heterogeneity in populations.