Integer Programming Courses and Certifications

Hausdorff Center for Mathematics

Daniel Dadush- Integer Programming and the Kannan-Lovasz Conjecture

Explore advanced integer programming techniques, lattice theory, and the Kannan-Lovasz conjecture in this high-level overview of solving n-variable integer programs efficiently, with insights into recent progress and key concepts.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Sparse Integer Programming Is FPT

Explore sparse integer programming's fixed-parameter tractability, its implications for parameterized complexity, and related concepts in variable dimension optimization.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

BIMSA

The Subspace Flatness Conjecture and Faster Integer Programming

Explore advanced mathematical concepts linking subspace flatness theory to accelerated integer programming algorithms in this specialized research presentation.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

GERAD Research Center

Mixed-Integer Programming: 65 Years of History and the Artificial Intelligence Challenge - DS4DM Coffee Talk

Explore the evolution of Mixed-Integer Programming, from its 1958 roots to modern AI integration, and its impact on solving diverse optimization problems.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Simultaneous Feature Selection and Outlier Detection Using Mixed-Integer Programming

Explore mixed-integer programming for simultaneous feature selection and outlier detection in high-dimensional regressions, with applications to biomedical research and microbiome studies.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Coursera

Optimize Supply & Pricing

Master supply chain and dynamic pricing optimization using Gurobi and Excel simulations, applying mixed-integer programming, elasticity models, and sensitivity analysis to drive measurable business ROI.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Hausdorff Center for Mathematics

Gomory Mixed Integer Cuts Are Optimal

Explores the theoretical superiority of Gomory mixed-integer cuts in integer programming, demonstrating their optimality in maximizing volume cut-off from the nonnegative orthant in infinite group relaxations.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Cut Generating Functions

Explore cut generating functions in mixed integer programming, focusing on subadditive functions, their properties, and applications in deriving cutting planes. New results and open questions discussed.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Optimization Models for Public Transport

Optimization models for public transport planning, covering network design, scheduling, and equity considerations. Explores mathematical approaches to enhance efficiency and passenger convenience in transit systems.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Introduction to Optimization in Python

Learn to solve real-world optimization problems using Python's SciPy and PuLP, covering everything from basic to constrained and complex optimization.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Alan Turing Institute

Optimisation - Linear Integer Programming - Professor Raphael Hauser

Explore linear integer programming, mixed integer models, and branch-and-bound algorithms for solving complex optimization problems in supply chain management and traveling salesman scenarios.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Constrained Conditional Models: Integer Linear Programming Formulations for Language Understanding

Explore Integer Linear Programming formulations for Natural Language Understanding tasks, focusing on Constrained Conditional Models to enhance probabilistic approaches with declarative constraints.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

EuroPython Conference

From Algorithms to Agendas - A Beginner's Guide to Integer Programming

Discover how Integer Programming optimizes conference scheduling, maximizing attendee satisfaction through efficient talk allocation to time slots and rooms.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Computational Genomics Summer Institute CGSI

Introduction to Integer Linear Programming - CGSI 2024

Dive into the fundamentals of Integer Linear Programming with Mohammed El-Kebir, exploring its applications in computational genomics and tumor phylogeny estimation.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Computational Genomics Summer Institute CGSI

Integer Linear Programming for Computational Biology

Discover how integer linear programming solves complex computational biology problems through practical applications and mathematical optimization techniques.

• YouTube
• 29 minutes
• Self-Paced
• Free Video