Descriptions
Operations Research (3): Theory, Operations Research (OR) is an area in which people use mathematical and engineering methods to investigate optimization problems in business and management, economics, computer science, civil engineering, electrical engineering, etc. The The course series consists of three parts. We focus on deterministic optimization techniques, which are an important part of the OR area. As The In the third part of the series, we examine mathematical properties of linear programs, integer programs, and nonlinear programs. We also present applications of these theoretical properties: how they help us develop better methods for solving mathematical programs. Aafter introduce We will examine the course and meaning of mathematical properties as the matrix performs the simplex method. Once we are more familiar with matrices, we can better understand further lectures. In The Courses We study the theory and applications of linear programming duality. We introduce the properties possessed by primal-dual pairs, including weak duality, strong duality, complementary slackness, and how to construct a dual optimal solution given a primal optimal solution. We also introduce an important application of linear programming duality: using shadow pricing to determine the most critical constraint in a linear program.
What you will learn
-
Understand the theoretical properties of linear programs, integer programs, and nonlinear programs.
-
Apply mathematical properties to reduce or solve the complexity of real-world problems.
Specifics of Operations Research (3): Theory
- Publisher : Coursera
- Teacher: Ling Chieh Kung
- Language: English
- Level: Expert
- Number of courses: 8
- Duration: 14 hours to complete the course
Content of Operations Research (3): Theory
Requirements
- This course is suitable for students with experience in analysis, linear algebra and probability.
Pictures
Sample clip
installation Guide
Extract the files and watch them with your favorite player
Subtitles: English
Quality: 720p
Download links
Password file(s): free download software
File size
1.19GB