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所在平台: Udemy |
课程主页: https://www.udemy.com/course/quantitative-techniques-qt-or-operation-research-or/
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**课程名称:** 掌握运筹学:附带实践案例 **课程概述:** 本课程将全面讲解量化技术、决策科学、运筹学和优化技术。涵盖的主题包括: 1. **指派问题 (Assignment Problems)** 2. **运输问题 (Transportation Problems)** 3. **决策论 (Decision Theory)** 4. **对策论/博弈论 (Game Theory)** 5. **排队论 (Queuing Theory)** 6. **线性规划问题 (Linear Programming Problems - LPP)** 7. **排序问题 (Sequencing)** 8. **关键路径法 (Critical Path Method - CPM)** 9. **计划评审技术 (Project Evaluation & Review Technique - PERT)** 10. **概率 (Probability)** 11. **概率分布 (Probability Distribution)** 12. **模拟 (Simulation)** 13. **马尔可夫链 (Markov Chain)** 课程中将深入探讨诸如匈牙利法、西北角法、矩阵最小法、沃格尔近似法、蒙特卡洛模拟技术、网络图、MODI 法、stepping stone method、优势原则、拉普拉斯准则、最大最小准则、最小最大准则、最大最大准则、霍尔维茨 alpha 准则、遗憾准则、条件概率、简单概率、二项分布、泊松分布、正态分布、最小成本法、LPP 解法、LPP 制定、鞍点法等多种具体方法和技术。 **适用人群:** 本课程非常适合 MBA、BBA、MCA、BCA、CA、CMA、BTech、BE、BCom、大专工程等专业的学生。同时,也适用于日常工作和商业活动中提升决策能力的学习者。 **学习收益:** 通过学习本课程,您将掌握寻找资源最优利用、运输计划最优安排、资源指派计划最优制定、预测最优化、调度技术最优化、排序计划最优执行等最佳技术。 **先决条件:** 本课程无需任何软件,只需具备学习的心态即可。 **教学大纲:** 无
In this Course, I will be covering entire Quantitative Techniques Decision Science Operation Research Optimization Techniques. The topics which I am going to cover in this course are1) Assignment Problems 2) Transportation Problems 3) Decision Theory 4) Game Theory 5) Queuing Theory 6) Linear Programming Problems (LPP) 7) Sequencing 8) Critical Path Method (CPM) 9) Project Evaluation & Review Technique (PERT) 10) Probability 11) Probability Distribution 12) Simulation 13) Markov ChainAbove topics cover "Hungarian Method, North-West Corner Method, Matrix Minima Method, Vogal Approximation Method, Monte Carlo Simulation Technique, Network Diagram, MODI Method, Stepping Stone Method, Principal of Dominance, Laplace Criteria, Maxmin Criteria, Minmax Criteria, Maxmax criteria, Hurwicz Alpha Criteria, Regret Criteria, Conditional Probability, Simple Probability, Binomial Distribution, Poissions Distribution, Normal Distribution, Least Cost Method, Solution of LPP, Formulation of LPP, Saddle Point Method etc"This course is beneficial for MBA, BBA, MCA, BCA, CA, CMA, BTech, BE, BCom, Diploma Engineering etc streams. This course is also applicable for learning decision making skills in day to day life business activities.This course will help in understanding the best techniques for finding optimum utilization of resources, optimum transportation schedule, optimum resource assignment schedule, optimum forecasting, optimum scheduling techniques, optimum sequencing schedule etc.No any software required for this learning this course. Only the mindset of learning is required.