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Mathematics
Combinatorial Optimization

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Master advanced algorithms for solving complex optimization problems in operations research, logistics, and machine learning. Explore polyhedral techniques, approximation algorithms, and ant colony optimization through specialized lectures on YouTube from leading mathematics institutes and universities.

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Hausdorff Center for Mathematics
Combinatorial Optimization - Trimester Program Lectures

Explore advanced combinatorial optimization through expert lectures covering discrete convex analysis, submodular functions, graph theory, and algorithmic approaches.
- YouTube
- 2 days 9 hours 51 minutes
- On-Demand
- Free Video
Hausdorff Center for Mathematics
Panorama of Mathematics - A Panoramic Tour Through Combinatorial Optimization

Explore combinatorial optimization with Michel Goemans in this insightful lecture, covering new trends, results, and challenges in mathematical sciences.
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Simons Institute
The Short-Path Algorithm for Combinatorial Optimization

Explore the Short-path Algorithm's applications in combinatorial optimization, focusing on quantum computation challenges and potential solutions.
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Simons Institute
Noncommutativity and Rounding Schemes for Combinatorial Optimization

Explore noncommutativity and rounding schemes in combinatorial optimization, focusing on quantum optimization techniques and their applications in solving complex problems.
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International Mathematical Union
Polyhedral Techniques in Combinatorial Optimization: Matchings and Tours

Explore recent advancements in combinatorial optimization, focusing on matching and traveling salesman problems. Learn about polyhedral techniques and linear programming formulations for designing efficient algorithms.
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- 42 minutes
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Institute for Pure & Applied Mathematics (IPAM)
Deep Learning for Combinatorial Optimization - Count Your Flops & Make Your Flops Count

Explores deep learning for combinatorial optimization, focusing on reducing computation through learned models while balancing solution quality. Discusses practical examples, challenges, and future research directions.
- YouTube
- 23 minutes
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Hausdorff Center for Mathematics
Polyhedral Techniques in Combinatorial Optimization - Matchings and Tours

Explore recent advancements in combinatorial optimization, focusing on matching and traveling salesman problems. Learn about polyhedral techniques and linear programming formulations for designing efficient algorithms.
- YouTube
- 39 minutes
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Simons Institute
Boot Camp on Combinatorial Optimization and Graph Learning

Dive into combinatorial optimization and graph learning fundamentals with expert insights from Cornell Tech's Andrea Lodi in this comprehensive bootcamp session.
- YouTube
- 1 hour 32 minutes
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Combinatorial Problems and Ant Colony Optimization Algorithm
494 ratings at Udemy

Let's learn Artificial Intelligence search methods: optimization, exact algorithms, heuristics, and metaheuristics
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Hausdorff Center for Mathematics
Noriyoshi Sukegawa- On the Diameter of Polyhedra and Related Topics

Explore polyhedra diameter and its impact on simplex method complexity. Overview previous findings, recent results, and open questions in this mathematical field.
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Hausdorff Center for Mathematics
Approximation Algorithms for Hard Augmentation Problems - Lecture II

Explore advanced approximation algorithms for network design, focusing on connectivity augmentation problems and recent developments in combinatorial optimization techniques.
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Hausdorff Center for Mathematics
Comparing Polyhedral Relaxations via Volume

Explore polyhedral relaxations in combinatorial optimization through volume calculations, examining fixed-charge problems and trilinear monomials for practical spatial branch-and-bound implementation guidance.
- YouTube
- 34 minutes
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Hausdorff Center for Mathematics
Non TDI Optimization with Supermodular Functions

Explores supermodular covering theorem's applications in non-TDI graph optimization, including degree-constrained problems, connectivity augmentation, and extensions of disjoint arborescences theorem.
- YouTube
- 1 hour 6 minutes
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Hausdorff Center for Mathematics
Combinatorial Polynomial Algorithms for Skew Bisubmodular Function Minimization

Explores combinatorial polynomial algorithms for skew-bisubmodular function minimization, extending previous work on bisubmodular functions and introducing new concepts in graph theory and optimization.
- YouTube
- 30 minutes
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Hausdorff Center for Mathematics
Linear Matroid Matching in the Oracle Model

Explores linear matroid matching in the oracle model, replacing linear algebraic computation with repeated oracle-calls along alternating paths to solve challenging problems in connectivity, rigidity, and count matroids.
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