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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Approximation Algorithms and Linear Programming

60 ratings at Coursera

Explore linear and integer programming for optimal solutions in resource allocation, scheduling, and task assignment. Learn approximation algorithms for NP-hard problems with guaranteed performance bounds.

• Coursera
• 1 day 22 hours 18 minutes
• Self-Paced
• Paid Course

Operations Research (2): Optimization Algorithms

160 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
• Self-Paced
• Paid Course

Optimization: principles and algorithms - Linear optimization

Introduction to linear optimization, duality and the simplex algorithm.

• edX
• 5 weeks, 6-8 hours/week
• Self-Paced
• Free Online Course (Audit)

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
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course

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
• Self-Paced
• 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
• Self-Paced
• Free Certificate

IIT Madras;  NPTEL

Introduction to Operations Research

1 rating

Learn advanced analytical methods for complex decision-making in engineering, management, and public systems. Master linear programming, transportation problems, and assignment problems with practical applications.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Alan Turing Institute

Delayed Column Generation in Large Scale Integer Optimization Problems

Explore delayed column generation for solving large-scale mixed integer programming problems, focusing on applications in data science and decision mathematics.

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