Optimization and Simulation

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Related lectures (32)

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Optimization and Simulation: Heuristics Intensification

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

Optimization and Simulation

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

Data reconciliation and parameter identification by FM

Explores measurement analysis, data reconciliation, and parameter identification in energy systems, emphasizing the importance of correct measurements and optimization.

Bioprocesses Design: MATLAB Basics

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

Optimization and Simulation

Covers the Metropolis-Hastings algorithm and gradient-based approaches for biasing searches towards higher likelihood values.

Hydrologic Parameters Optimization

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

Shape Design: Optimization and Simulation

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

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: Heuristics and Neighborhoods

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