Teaching

Topic 1: An Overview of Engineering Economic Analysis

Topic 2: Time Value of Money Calculations

Topic 3: Equivalence, Loans, Bonds

Topic 4: Present Worth Method

Topic 5: Annual Worth and Future Worth Methods

Topic 6: Rate of Return

Topic 7: Replacement Analysis

Topic 8: Depreciation

Topic 9: After-Tax Analysis

Topic 10: Inflation

Topic 11: Break-Even, Sensitivity, and Risk Analysis

Topic 1: Introduction to Linear Programming

Topic 2: Background Knowledge for Solving LP

Topic 3: Simplex Method: Theory and Applications

Topic 4: Duality Theory

Topic 5: Sensitivity Analysis

Topic 6: Transportation and Assignment Problems

Topic 7: Network Optimization Models

Topic 8: Integer Programming: Solution Methods and Applications

Topic 9: Introduction to Metaheuristics

Topic 1: Introduction to Probability Theory

Topic 2: Random Variables

Topic 3: Conditional Probability and Conditional Expectation

Topic 4: Markov Chains

Topic 5: The Exponential Distribution and the Poisson Process

Topic 6: Continuous-time Markov Chains

Topic 7: Renewal Theory and Its Applications

Topic 8: Introduction to Queueing Theory

Topic 1: Mathematical Programming Review

Topic 2: Multi-criteria Decision Making

Topic 3: Decision Theory

Topic 4: Game Theory

Topic 5: Sequential Decision Making 

Topic 6: Markov Decision Processes

Topic 7: Dynamic Programming

Topic 8: Introduction to Reinforcement Learning

Topic 1: Event and Probability

Topic 2: Random Variable and Probability Distribution

Topic 3: Frequently Used Probability Distributions

Topic 4: Probability Bounds and Inequalities

Topic 5: Data and Descriptive Statistic

Topic 6: Limit Theorems and Convergence Modes

Topic 7: Chi-squared Distribution, t-Distribution, F-Distribution

Topic 8: Statistical Estimation

Topic 9: Statistical Hypothesis Testing

Topic 10: Correlation Analysis

Topic 11: Regression Analysis (Simple, Multiple, Logistic)