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

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

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

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

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

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Heaviside Composite Optimization and Complementarity Constraints by Progressive Integer Programming

Explore advanced optimization techniques for Heaviside composite functions and complementarity constraints using the progressive integer programming method.

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

Center for Language & Speech Processing(CLSP), JHU

Constrained Conditional Models - Integer Linear Programming Formulations for Natural Language Processing

Explore integer linear programming formulations for constrained conditional models in natural language processing with expert insights from University of Illinois.

• YouTube
• 1 hour 4 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

Career Certificate

Operations Research

733 ratings at Coursera

Master mathematical programming and optimization algorithms to solve real-world business and engineering problems through systematic evaluation methods and theoretical foundations.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Advanced Business Analytics: Excel Optimization & Simulation

53 ratings at Coursera

Master advanced Excel modeling techniques for business optimization, from linear programming and sensitivity analysis to simulation methods for data-driven decision-making and strategic problem-solving.

• Coursera
• 14 hours 6 minutes
• Self-Paced
• Paid Course

Operations Research (1): Models and Applications

586 ratings at Coursera

This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.

• Coursera
• 11 hours 27 minutes
• Self-Paced
• Paid Course