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#Quadratic Programming

Showing: 9 courses
NPTEL

Optimal Control

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Comprehensive exploration of optimization techniques, from unconstrained problems to dynamic optimization, covering linear and non-linear programming, optimal control, and robust stability analysis.
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60 Lesons
2 days 10 hours
On-Demand
Free-Video
NIOS

Non Linear Programming

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Explore advanced optimization techniques including convex, quadratic, separable, geometric, and dynamic programming, as well as search methods and numerical integration.
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21 Lesons
12 hours
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Applications of Bernstein's Other Theorem in Geometry and Algebra

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Explore applications of Bernstein's Other Theorem in polynomial systems, focusing on non-general yet Bernstein-general cases from various fields, and their optimal solution methods.
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10 Lesons
47 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Mathematics in Computer Animation - Pixar's Approach

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Pixar engineer explores mathematical techniques behind computer-animated effects, including dynamic simulations for clothing, hair, and 3D interactive animation, showcasing real-world applications in film production.
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34 Lesons
49 minutes
On-Demand
Free-Video
ACM SIGPLAN

Algebro-geometric Algorithms for Template-Based Synthesis of Polynomial Programs

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Explore algebro-geometric algorithms for template-based synthesis of polynomial programs, offering a scalable approach to program sketching without sacrificing completeness.
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1 Lesons
17 minutes
On-Demand
Free-Video
MITCBMM

Regularized Least Squares

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Explore statistical learning theory with Lorenzo Rosasco, focusing on regularized least squares, optimization techniques, and key concepts in machine learning algorithms.
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8 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Simons Institute

Every Optimization Problem Is a Quadratic Program

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Explore how diverse optimization problems can be reframed as quadratic programs, offering insights into reinforcement learning theory and practical applications.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

Primal-Dual Optimization Methods for Robust Machine Learning

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Explore primal-dual optimization techniques for enhancing machine learning robustness, focusing on advanced mathematical approaches to improve model performance and reliability.
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1 Lesons
47 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Heaviside Composite Optimization and Complementarity Constraints by Progressive Integer Programming

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Explore advanced optimization techniques for Heaviside composite functions and complementarity constraints using the progressive integer programming method.
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1 Lesons
30 minutes
On-Demand
Free-Video