Applications of mathematical models in decision making are presented with an emphasis on model building. Using specialized software packages such as QM for Windows, Excel QM, Solver Statpro, SPSS, Neural Predict, Decision Tools Suite, Evolutionary Solver, and LINDO, the use of models in management, commerce, and industry is analyzed. Each chapter is supplemented with examples and exercises.
The book includes:
- Linear Programming
- Applications of Linear Programming
- Decision Theory
- Time Series Analysis and Forecasting Methods
- Queueing Theory
- Introduction to Markov Chain Analysis
- Multi-Criteria Decision Making
- Introduction to Neural Networks
- Introduction to Dynamic Programming
- Inventory Control Models.