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Tag: Ling-Chieh Kung

Non-linear programming, economic order quantity model, portfolio optimization

Operations Research: Nonlinear Programming and Linearization

Posted on October 21, 2021June 5, 2023 by keslerzhu

In many cases, we need to deal with nonlinear situations, e.g.: product pricing decision, inventory, portfolio optimization. Above all, the purpose is to find a balance between tradeoffs. Usually non-linear programs are more general than the linear programs. Formulating non-linear program is usually easy because you rarely use weird constraints; but its optimization would be…

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Integer programming, fixed-charge constraints

Operations Research: Integer Programming

Posted on September 19, 2021June 5, 2023 by keslerzhu

Integer programming is generally from linear programming but allowing you to have integer variables, which means you may restrict the values of your variables to be integers. There are some problems linear programming is not suitable but integer programming can be helpful, for example: setup cost / time, facility location, machine scheduling, vehicle routing. All…

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Operations Research: Linear Programming

Operations Research: Linear Programming

Posted on September 4, 2021June 5, 2023 by keslerzhu

Almost all of problems that Linear Programming is able to solve is about resource allocation, for example: product mix, production, inventory, scheduling, etc. You have limited resource, and so many things to do. So that you have decision-making problems. Linear program is a special type of mathematical program with some special properties. Mathematical Programs Basically,…

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Introducing Operations Research

Posted on August 11, 2021June 5, 2023 by keslerzhu

Motivations Management is the attainment of organizational goals in an effective and efficient manners through planning, organizing, leading, and controlling organizational resources. Daft R. L. (2014) Management When you run a company or an organization, you want to do something, that is your goal, but you have limited resources, you want to assign or allocate…

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American Contract Law I Andrew Ng Anna Koop Brenda Gunderson Christopher Millard Computer Communications Specialization Cryptography Economics of Money and Banking Evgenii Vashukevich 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 Wounjhang Park Xiaobo Zhou Yi Wang 小褘褋芯械胁 小械褉谐械泄 小械褉谐械械胁懈褔

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