Operations Research (OR) is a field in which people use mathematical and engineering methods to study optimization problems in Business and Management, Economics, Computer Science, Civil Engineering, Industrial Engineering, etc. This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.
提供方
Operations Research (1): Models and Applications
国立台湾大学课程信息
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初级
This course is appropriate for beginners with no prior analytics experience.
完成时间大约为11 小时
英语（English）
字幕：英语（English）
您将学到的内容有
Formulate different types of mathematical models to tackle optimization problems with business applications.
Technically, the concepts and applications of Linear Programming, Integer Programming, and Nonlinear Programming will be delivered.
Solve an optimization problem with one of the most accessible software: Microsoft Excel.
您将获得的技能
- Modeling
- Business Analytics
- Mathematical Optimization
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
初级
This course is appropriate for beginners with no prior analytics experience.
完成时间大约为11 小时
英语（English）
字幕：英语（English）
提供方
国立台湾大学
We firmly believe that open access to learning is a powerful socioeconomic equalizer. NTU is especially delighted to join other world-class universities on Coursera and to offer quality university courses to the Chinese-speaking population. We hope to transform the rich rewards of learning from a limited commodity to an experience available to all.
授课大纲 - 您将从这门课程中学到什么
完成时间为 2 小时
Course Overview
This lecture gives students an overview of what they may expect from this course, including the fundamental concept and brief history of Operations Research. We will also talk about how mathematical programming can be used to solve real-world business problem.
完成时间为 2 小时
6 个视频 （总计 83 分钟）, 1 个阅读材料, 1 个测验
完成时间为 2 小时
Linear Programming
Linear programming (LP) is one of the most important method to achieve the outcome of optimization problems. We can use LP models for various decisions, including production, inventory, personnel scheduling, etc.
完成时间为 2 小时
15 个视频 （总计 129 分钟）
完成时间为 2 小时
Integer Programming
In many practical areas, some of the optimization problems occur with integrality constraints imposed on some of the variables. Facility location, machine scheduling, and vehicle routing are some examples. Integer Programming (IP) provides a mathematical way to solve these problems.
完成时间为 2 小时
15 个视频 （总计 128 分钟）
完成时间为 2 小时
Nonlinear programming
In the real life, many problems involve nonlinearities. Examples include pricing, inventory, and portfolio optimization. For such problems, we may use Nonlinear Programming (NLP) to formulate them into models and solve them.
完成时间为 2 小时
15 个视频 （总计 114 分钟）
审阅
- 5 stars85.77%
- 4 stars11.46%
- 3 stars1.37%
- 1 star1.37%
来自OPERATIONS RESEARCH (1): MODELS AND APPLICATIONS的热门评论
由 QQ 提供Jun 25, 2021
great course for beginners, got new insights about how to formulate a model for practical issues
由 OG 提供Jun 27, 2021
A gentle but comprehensive introduction to the field of operations research.
由 TK 提供May 20, 2021
Good course for beginners in Operational Research.
由 WA 提供Jun 21, 2021
Awesome course! Highly recommended. Perfect Teacher. Similar as andrew ng. Thank you sir!
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