Simplex Method Courses and Certifications

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 Online Course

Operations Research (2): Optimization Algorithms

121 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
• Free Online Course (Audit)

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)

Optimization - Linear Programming - Graphical & Simplex

233 ratings at Udemy

Learn graphical and simplex methods for solving linear programming problems in operations research. Maximize or minimize objective functions, perform sensitivity analysis, and understand key concepts like degeneracy and duality.

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

Linear Programming basics

94 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

43 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
• Free Online Course (Audit)

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

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 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 Online Course

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 Online Course

FA19: Deterministic Optimization

4 reviews

The course teaches basic concepts, models, and algorithms in linear optimization, convex optimization, and integer optimization.

• edX
• 15 weeks, 8-10 hours a week
• Finished
• Free Online Course (Audit)

Linear and Discrete Optimization

4 reviews

The course is an introduction to linear and discrete optimization - an important part of computational mathematics with a wide range of applications in many areas of everyday life.

• Coursera
• Finished
• Free Online Course (Audit)

CEC;  Mahathma Gandhi College, Iritty

Linear Programming

Comprehensive exploration of linear programming, covering mathematical foundations, problem-solving techniques, and applications in operations research, transportation, assignment, and game theory.

• Swayam
• 15 weeks
• Finished
• Free Online Course