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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mcdm-topsis/
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**课程名称：** 战略决策与问题解决——TOPSIS技术 **课程概述：** 本课程旨在介绍多标准决策分析（MCDM）的核心技术——最优方法（TOPSIS），该技术广泛应用于解决复杂的决策问题。TOPSIS能够考虑多个标准及其相对重要性，从而确定最优的备选方案。该方法在金融、工程、管理、营销等多个领域都有应用。 **课程目标：** * 理解多标准决策分析（MCDM）的基本概念。 * 掌握最优化方法（TOPSIS）的原理。 * 学习将TOPSIS技术应用于实际决策问题。 * 理解决策不确定性下的标准选择和权重分配。 * 构建决策模型并分析备选方案的排序。 * 分析和解读TOPSIS结果以支持决策。 **课程大纲：** * **第一部分：MCDM与TOPSIS简介** * MCDM及其应用概述 * TOPSIS技术概览 * TOPSIS与其他MCDM技术的优劣势比较 * **第二部分：标准选择与权重分配** * 标准选择过程 * 标准权重分配方法 * 标准在决策中的重要性 * **第三部分：TOPSIS模型构建** * TOPSIS模型构建流程 * TOPSIS的步骤 * 利用Excel进行TOPSIS建模 * **第四部分：TOPSIS结果解读与分析** * TOPSIS结果解读 * TOPSIS在实际决策中的应用 * **第五部分：回顾与总结** * TOPSIS技术及其应用的复习 * 课程目标与学习成果评估 * MCDM与TOPSIS的未来趋势和发展 **推荐教材：** "Multi-Criteria Decision Analysis: Methods and Software" by Alessio Ishizaka and Philippe Nemery.
Making effective and efficient decisions is crucial for the success of any organization. This course provides an introduction to the Multi-Criteria Decision Making (MCDM) technique - Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), which is widely used for solving complex decision-making problems.TOPSIS is a decision-making technique that takes into consideration multiple criteria and their relative importance to determine the best alternative solution. This technique has been used in various fields, including finance, engineering, management, and marketing, to name a few.In this course, you will learn the fundamental concepts of MCDM, TOPSIS, and how to apply the technique to real-world decision-making problems. The course will cover topics such as decision-making under uncertainty, criteria selection, weighting, and ranking, among others.By the end of this course, you will have a deep understanding of the MCDM technique, TOPSIS, and how to apply it to real-world decision-making problems. You will also have the skills to critically evaluate decision-making scenarios, select appropriate criteria, and use the TOPSIS technique to rank alternatives and make better decisions.Course Objectives:Upon completion of this course, learners will be able to:Understand the basic concepts of Multi-Criteria Decision Making (MCDM)Understand the principles of Technique for Order Preference by Similarity to Ideal Solution (TOPSIS)Apply the TOPSIS technique to solve complex decision-making problemsEvaluate and select appropriate criteria for decision-making under uncertaintyDevelop decision models and analyse the ranking of alternativesAnalyse and interpret the results of TOPSIS for decision-making purposesCourse Outline:Section 1: Introduction to MCDM and TOPSISIntroduction to MCDM and its applicationsOverview of the TOPSIS techniqueAdvantages and disadvantages of TOPSIS compared to other MCDM techniquesSection 2: Criteria Selection and WeightingCriteria selection processMethods for weighting criteriaImportance of criteria in decision-makingSection 3: TOPSIS Model DevelopmentTOPSIS model development processSteps involved in TOPSISUse of Excel for TOPSIS modellingSection 4: Interpretation and Analysis of TOPSIS ResultsInterpretation of TOPSIS resultsApplication of TOPSIS to real-world decision-making problemsSection 5: Review and ConclusionReview of TOPSIS technique and its applicationsEvaluation of course objectives and learning outcomesFuture trends and advancements in MCDM and TOPSISRecommended Textbook:"Multi-Criteria Decision Analysis: Methods and Software" by Alessio Ishizaka and Philippe Nemery.
