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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/supply-chain-optimization
课程评论：没有评论
课程名称：供应链优化 课程概述：优化是灵活供应链中至关重要的部分。本课程将探讨优化的组成部分，并学习如何在Excel中设定优化问题。我们将练习能力和资源优化，并探讨供应链中的相关实例。在掌握优化实践后，我们将学习如何使用蒙特卡洛模拟，在不确定的供应链情况下做出风险最小的决策。最后，我们将结合前面所学的技能进行综合应用。 课程大纲： 模块1：优化定义 在本模块中，我们将定义优化及其在供应链中的作用。我们将辨识优化算法的组成部分，并学习如何在Excel中使用目标函数。在活动中，我们将练习制定一个最大化函数。 模块2：能力优化 本模块将深入探讨能力优化的目标及其在供应链中的应用实例。我们会演示如何在Excel中创建一个能力优化问题，并通过测验回顾这些步骤。在活动中，我们将讨论日常任务如何受益于能力优化。 模块3：资源优化 在这一模块中，我们将了解资源优化的目标，及其与能力优化的区别，并通过行业实例加以说明。我们将学习如何在Excel中设置资源优化问题，并在测验中回顾这些步骤。最后，我们将实践建立并解决一个资源优化问题。 模块4：蒙特卡洛模拟 在本模块中，我们将定义蒙特卡洛模拟及其使用场景。通过演示视频，我们将学习如何在Excel中设置蒙特卡洛模拟，并准备识别进行此次模拟所需的关键输入和Excel功能。在课程的最后，我们将进行一个同伴评分的作业，实践在前几模块中学到的技能，构建需求和库存快照，并使用蒙特卡洛模拟来减少成本。在讨论中，我们将反思所学技能如何应用于当前或未来的职业生涯。
Name:Optimization Defined
Description:Welcome to Module 1, Optimization Defined. The word optimization has filled our lives in the last decade. Everywhere we turn, we either hear or see the word optimization, especially for those involved in marketing, supply chain, and operations. In this module, we will define optimization and describe its purpose in the supply chain. We will also identify the components of an optimization algorithm and see how to use an objective function in Excel. In our activity, we will practice formulating a maximization function.
Name:Capacity Optimization
Description:Welcome to Module 2, Capacity Optimization. In the previous module, we described optimization in general and saw how to set up an optimization problem in Excel. Over these next two modules, we will dive into two specific examples of optimization: capacity optimization and resource optimization. In this module, we will identify the goal of capacity optimization and overview some examples of how it can be used in the supply chain. We will also demo the steps to create a capacity optimization problem in Excel and recall these steps for our quiz. In our activity, we will describe how everyday tasks or functions can benefit from capacity optimization.
Name:Resource Optimization
Description:Welcome to Module 3, Resource Optimization. In this module, we will identify the goal of resource optimization, how it differs from capacity optimization, and go through some industry examples. We will learn how to set up a resource optimization problem in Excel through our demo video and recall these steps in our quiz. Finally, we will put what we’ve learned into practice by setting up and solving a resource optimization problem in Excel.
Name:Monte Carlo Simulation
Description:Welcome to Module 4, Monte Carlo Simulation. In this module, we will define a Monte Carlo simulation and when it should be used. Through our demo video, we will learn how to set up a Monte Carlo simulation in Excel, which will prepare us to identify the key inputs and Excel features needed to run a Monte Carlo simulation for our quiz. As a close to this specialization, this module has a peer-graded assignment. In our assignment, we will practice the skills learned in all three courses to build a demand and inventory snapshot and then use a Monte Carlo simulation to minimize costs. Finally, in our discussion, we will reflect on how skills learned through the past three courses can be applied to our current or future careers.
Optimization is an important piece of an agile supply chain. In this course, we will explore the components of optimization and how to set up an optimization problem in Excel. We will also practice capacity and resource optimization and explore examples of both in the supply chain. Building off of our optimization practice, we will next learn how to use a Monte Carlo simulation to make the least risky decision in uncertain supply chain situations. Finally, we will combine our skills from this an
