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所在平台: Udemy |
课程主页: https://www.udemy.com/course/quantitative-methods-and-operations-research/
课程评论：没有评论
**课程名称：** 定量方法与运筹学 **课程概述：** 本课程是一门全面且深入的运筹学课程，旨在帮助学员提升定量分析和战略决策能力。课程将提供运筹学工具和技术的理论及实践基础，使学员能够将其应用于管理、经济和工程等各个领域。 **课程目标：** 1. 应用数学和分析模型解决实际问题。 2. 培养基于数据和定量分析的决策技能。 3. 掌握常用运筹学软件和工具的使用方法。 **课程内容：** * **预测与误差分析：** 学习使用数学方法进行预测和提取预测误差。 * **决策制定：** 学习决策策略、决策树及其求解方法。 * **博弈论：** 学习解决博弈论相关问题。 * **线性规划：** 掌握图解法和单纯形法求解线性规划问题，以做出最佳决策。 * **运输、配送与跳石问题：** 学习求解各类运输、配送和特殊跳石问题。 * **分配问题：** 学习完成计数法、匈牙利法、优先级规则和约翰逊法等分配方法。 * **库存管理：** 学习库存管理知识，包括计算经济订货量、总年成本和再订货点。 * **运筹学的各类应用领域。** * **运筹学中的数学模型：** * 线性与非线性模型。 * 正确与多目标规划。 * **优化技术：** * 序贯优化与梯度分析。 * 线性规划的单纯形法。 * **博弈论与决策制定：** * 竞争与合作博弈概念。 * 决策制定策略。 * 在经济和管理中的应用。 **课程收益：** 完成本课程后，学员将能够： 1. 将运筹学原理和工具应用于真实的商业环境。 2. 提高业务流程的效率和有效性。 3. 基于定量分析和数据做出明智的决策。
This comprehensive and intensive course on operations research is intended for individuals who wish to develop their skills in quantitative analysis and strategic decision making. The course aims to provide the theoretical and practical foundations of operations research tools and techniques, enabling participants to apply these concepts in various fields such as management, economics, and engineering.Objectives:1 - Apply mathematical and analytical models to solve practical problems.2 - Develop decision-making skills based on data and quantitative analysis.3 - Gain the ability to use common operations research software and tools.Course content:1 - The student will learn how to forecast and how to extract the forecast error using mathematical methods.2 - The student learns decision-making strategies, decision trees and methods of solving them.3 - The student will learn how to solve game theory.4 - In linear programming, the student learns how to solve using the graphical method and the simplex method to make the best decisions.5 - In linear programming, the student learns how to solve using the graphical method and the simplex method to make the best decisions.6 - The student will learn the easiest ways to solve transportation, distribution and stone jumping problems.7 - The student will learn everything related to allocation such as the complete counting method, the Hungarian method, the rules of priorities, and the Johnson method.8 - The student will learn the correct way to manage inventory and how to extract the economic quantity, total annual cost and reorder point. Various areas of application of operations research. Mathematical models in operations research:1 - Linear and nonlinear models.2 - Correct and multi-objective programming.Optimization techniques:1 - Sequential optimization and gradient analysis.2 - Simplex methods for linear programming analysis.Game Theory and Decision Making:1 - Concept of Competitive and Cooperative Games.2 - Decision Making Strategies.3 - Applications in Economics and Management.Benefits:After completing this course, participants will be able to:1 - Apply operations research principles and tools in real-world business environments.2 - Improve the efficiency and effectiveness of business processes.3 - Make informed decisions based on quantitative analysis and data.
