Optimization and Simulation

Related lectures (32)

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

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

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

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

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

Explores solving strategies for energy system optimization problems and different types of optimization approaches.

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

Explores greedy heuristics, neighborhoods in optimization, and local search algorithms.

Discusses optimization vs. simulation in energy systems engineering, district heating networks, and scientific writing guidelines.

Covers fundamental concepts of optimization and operations research, exploring real-world examples and key topics over a semester.