Simplex Method Courses and Certifications

Master linear programming using graphical and simplex method

426 ratings at Udemy

Learn LPP optimization with practical applications of duality, Sensitivity analysis using 2 & 3-Variable Problems

• Udemy
• 10 hours 17 minutes
• On-Demand
• Paid Course

Hausdorff Center for Mathematics

Probabilistic Analysis of the Simpler Method and Polytope Diameter

Probabilistic analysis of simplex method and polytope diameter, exploring smoothed, well-conditioned, and random polytopes. Discusses improvements in complexity analysis and diameter bounds using shadow paths.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Excellence Academy

Simplex Method for Solving Linear Programming Problems

Master the Simplex Method for solving Linear Programming problems through step-by-step explanations and practical examples. Enhance your mathematical problem-solving skills.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Operations Research (2): Optimization Algorithms

158 ratings at Coursera

Explore optimization algorithms for linear, integer, and nonlinear programs. Learn efficient methods like simplex, branch-and-bound, gradient descent, and Newton's method. Apply concepts to real-world business cases.

• Coursera
• 12 hours
• On-Demand
• Paid Course

Linear Programming basics

101 ratings at Udemy

Number 1 linear programming course. Learn the simplex method, duality and sensitivity analysis for linear programs

• Udemy
• 3 hours 6 minutes
• On-Demand
• Paid Course

Automated Reasoning: satisfiability

45 ratings at Coursera

Aprenda a aplicar ferramentas de satisfatibilidade (SAT/SMT) para resolver diversos problemas, desde encaixe de retângulos até correção de programas. Explore teoria e algoritmos subjacentes.

• Coursera
• 1 day 1 hour 2 minutes
• On-Demand
• Paid Course

Operations Research: an Active Learning Approach

Learn the methodology and some prominent techniques of Operations Research to make informed decisions for solving your operational problems without the need of advanced mathematics.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Industrial Optimization: Models & Linear Programming

Explore deterministic models for industrial operations, focusing on linear programming formulation and solution techniques using software tools and algorithms.

• Coursera
• 11 hours 27 minutes
• On-Demand
• Paid Course

Linear programming – the basic ideas

3 ratings at OpenLearn

This free course examines the formulation and solution of small linear programming problems. Section 1 deals with the formulation of linear programming models, describing how mathematical models of...

• OpenLearn
• 16 hours
• On-Demand
• Free Certificate

Introduction to Linear Programming: Manual Methods and Basic Software Tools

Master linear programming fundamentals through manual methods and software tools like Excel and R, covering problem formulation, graphical solutions, and simplex methods.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Optimization Algorithms: Theory and Software Implementation

Master optimization algorithms through hands-on Python implementation, covering line search, descent methods, Newton's techniques, and constrained optimization, with practical applications in machine learning and econometrics.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

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.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Performance of Steepest Descent in 0/1 LPs

Explores steepest descent in 0/1 LPs, proving polynomial-length paths and developing a new pivot rule for the Simplex method. Unifies circuit and edge steps, advancing understanding of combinatorial optimization.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Fields Institute

HiGHS - Theory, Software and Impact

Explore the theory, software, and impact of HiGHS optimization solver, covering simplex methods, hyper-sparsity, parallel solutions, and performance across various problem types.

• YouTube
• 55 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Simplex Methods in Matrix Form

Learn matrix-based simplex methods for efficient linear programming problem-solving, enhancing your optimization skills and mathematical understanding.

• YouTube
• 15 minutes
• On-Demand
• Free Video