Lectures related to Legacy Code Evolution

Optimization with Constraints: KKT Conditions

Covers the KKT conditions for optimization with constraints, essential for solving constrained optimization problems efficiently.

Energy Systems Optimization

Explores energy systems modeling, optimization, and cost analysis for efficient operations.

Optimization with Constraints: KKT Conditions

Covers the optimization with constraints, focusing on the Karush-Kuhn-Tucker (KKT) conditions.

Optimization Methods: Theory Discussion

Explores optimization methods, including unconstrained problems, linear programming, and heuristic approaches.

Optimization methods

Covers optimization methods, focusing on gradient methods and line search techniques.

Degree of Freedom Analysis

Explores degree of freedom analysis, redundancy, and data reconciliation in process modeling and optimization.

Rhino to AutoCAD Transition

Explores the transition from Rhino to AutoCAD, focusing on tools and features.

Predicting Completion Time: Optimization Strategies

Discusses predicting completion time and optimizing activities through efficient orchestration strategies and experiment-based completion curve predictions.

Optimizing Recursive Queries

Explores optimizing recursive queries in database systems using Datalog and semirings, discussing the challenges and solutions in data analytics.

Optimisation Strategies: Energy Systems Modelling and Optimization

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

Electroacoustic Absorbers: Performance Evaluation and Conclusions

Explores the performance evaluation and conclusions of electroacoustic absorbers in room modal equalization and optimization.

Gaussian Process-Based Model Predictive Control

Explores Gaussian Process-Based Model Predictive Control for HVAC systems using Gaussian processes, Bayesian statistics, and non-linear equations.

Energy optimization strategies

Covers brainstorming options for smart operation changes, heat recovery, and PV panel performance.

Maximizing Load Train Effect

Explores virtual work to optimize load positions for maximum effect.

Thermo-economic Analysis: Energy Systems Optimization

Explores thermo-economic optimization of energy systems, covering efficiency, exergy, environmental impact, and cost estimation models.

Optimization and Simulation

Explores optimization techniques like Metropolis-Hastings and Simulated Annealing through Markov chains and stationary distributions.

Optimization and Templates Log in to Mediaspace to watch this video

Explores optimization in C++ code, algorithmic ideas, code profiling, and template meta-programming.

Semi-Definite Programming Log in to Mediaspace to watch this video

Covers semi-definite programming and optimization over positive semidefinite cones.

Introduction to Optimization and Operations Research Log in to Mediaspace to watch this video

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

MLIR: Compiler Infrastructure Log in to Mediaspace to watch this video

Covers MLIR, a compiler infrastructure for domain-specific computation, emphasizing the importance of multiple abstraction levels and higher-level semantics.