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Operations Research (3): Theory National Taiwan University What a long journey, but totally worth it! The theory taught...

The theory of Operations Research has been used to develop models in many fields like statistics and machine...

In the case of unconstrained non-linear programs, we may determine whether the objective function is convex and then...

Compared with linear programs, non-linear programs (NLPs) are much more difficult to solve. In an NLP, a local...

Network flow models are one specific format of mathematical programs. These are used to study operations that are...

Previously, we mentioned that an sensitivity analysis tool called Shadow Price is helpful to evaluate the impact of...

When you are given a linear program, in many cases we call it a primal linear program. It...

When it comes to Operations Research, we are mainly talking about optimization problems, so the theories are mainly...

Operations Research (2): Optimization AlgorithmsNational Taiwan University You probably have used some solver / optimizer software to solve...

The objectives for any research is that we want to build a mathematical model to formulate the given problem. The...

Non-Linear Programs When visualizing a linear program, its feasible region looks like a polygon. Because the objective function...

In some cases, variables must take integer values, or binary values. Formulating and solving the models with integer...

The simplex method is the most fundamental tool in linear programming, it is a single algorithm that is...

There are 2 perspectives to look at linear equation systems, row view and column view. Both are equivalent,...

Operations Research (1): Models and ApplicationsNational Taiwan University This is an amazing beginner-level course about Operations Research (abbr....

Andrew Ng Anna Koop Brenda Gunderson Computer Communications Specialization Cryptography Differential Equations for Engineers Economics of Money and Banking Evgenii Vashukevich Foundations of Quantum Mechanics Garud Iyengar Ivan Vybornyi Jeffrey Chasnov John Daily Jonathan Katz Kevin Webster Ling-Chieh Kung Machine Learning: Algorithms in the Real World Martin Haugh Mathematics for Engineers Specialization Matthew Hutchens Michael Donohoe Michael Fricke Microsoft Azure Fundamentals AZ-900 Exam Prep Specialization Operations Research (3): Theory Perry Mehrling Petro Lisowsky Physical Basics of Quantum Computing Practical Reinforcement Learning Rebekah May Search Engine Optimization (SEO) Specialization Sergey Sysoev Statistical Thermodynamics Specialization Statistics with Python Specialization Taxation of Business Entities I: Corporations TensorFlow 2 for Deep Learning Specialization U.S. Federal Taxation Specialization Understanding Modern Physics I: Relativity and Cosmology Wounjhang Park Xiaobo Zhou Yi Wang

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