YoVDO

Decision Making with Spreadsheet

Offered By: Indian Institute of Technology Roorkee via Swayam

Tags

Critical Thinking Courses Finance Courses Marketing Courses Operations Management Courses Linear Programming Courses Spreadsheets Courses Sensitivity Analysis Courses

Course Description

Overview

About the Course:This course aims to provide Undergraduate and Graduate students with a sound conceptual understanding of the role that management science plays in decision-making process. This course is applications oriented and continues to use the problem-scenario approach. A problem is described in conjunction with the management science model being introduced. The model is then solved to generate a solution and recommendation to management.INTENDED AUDIENCE : Undergraduate and Post Graduate students interested in operations management. PREREQUISITES :Nil INDUSTRY SUPPORT :All analytics companies

Syllabus

Week 1: Introduction to Decision making in spreadsheet – 1,Introduction to Decision making in spreadsheet – 2,Linear Programming Problem – Graphical Solution Method and Computer solutions – 1,Linear Programming Problem – Graphical Solution Method and Computer solutions – 2,Minimisation Problem and special cases of LPP - 1
Week 2: Minimisation Problem and special cases of LPP - 2,Sensitivity Analysis - 1,Sensitivity Analysis - 2,LP Applications in Marketing - 1,LP Applications in Marketing -2
Week 3: LP Applications in Finance - 1,LP Applications in Finance - 2,LP Applications in Operations - 1,LP Applications in Operations – 2,LP Applications in Operations – 3
Week 4: LP Applications in Operations – Blending,LP Applications –Supply Chain Management,LP Applications –Revenue Management - 1,LP Applications –Revenue Management - 2,Advanced Linear Programming Applications
Week 5: Portfolio models and Asset allocation Game theory - 1,Game theory - 2,Shortest-route problem Maximal flow problem
Week 6: A production and inventory application of LPP Integer linear programming,Applications involving 0 – 1 variables,Modelling flexibility provided by 0-1 integer variables Nonlinear Optimization Models
Week 7: Constructing an index fund problem with LPP,Markowitz portfolio model Project scheduling: pert/cpm,Project scheduling considering expected activity times
Week 8: Project scheduling considering uncertain activity times,Considering time–cost trade-offs,Inventory models-Economic order quantity (eoq) model,Economic production lot size model
Week 9: Inventory model with planned shortages, Quantity discounts for the EOQ model,Single-period inventory model with probabilistic demand,Order-quantity, reorder point model with probabilistic demand,Periodic review model with probabilistic demand
Week 10: Waiting Line Models Structure of a waiting line system,Single-server waiting line model with poisson arrivals,Multiple-server waiting line model with poisson arrivals,Other waiting line models
Week 11: Simulation Risk analysis,Inventory simulation,Other simulation issues,Decision Analysis
Week 12: Multi criteria Decisions,Time Series Analysis and Forecasting Time Series Patterns Moving Averages and Exponential Smoothing,Seasonality Conclusion

Taught by

Ramesh Anbanandam

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