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Lecture
Legacy Code Evolution
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Related lectures (30)
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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.
Optimization and Templates
Explores optimization in C++ code, algorithmic ideas, code profiling, and template meta-programming.
Degree of Freedom Analysis
Explores degree of freedom analysis, redundancy, and data reconciliation in process modeling and optimization.
Semi-Definite Programming
Covers semi-definite programming and optimization over positive semidefinite cones.
Introduction to Optimization and Operations Research
Covers fundamental concepts of optimization and operations research, exploring real-world examples and key topics over a semester.
MLIR: Compiler Infrastructure
Covers MLIR, a compiler infrastructure for domain-specific computation, emphasizing the importance of multiple abstraction levels and higher-level semantics.
