Module 1 Flashcards
The body of knowledge involving quantitative approaches to decision making is referred to as…
- Management Science
- Operations research
- Decision science
7 Steps of problem solving + 5 processed of decision making
- Define the problem.
- Identify the set of alternative solutions.
- Determine the criteria for evaluating alternatives.
- Evaluate the alternatives.
- ## Choose an alternative (make a decision).
- Implement the chosen alternative.
- Evaluate the results.
Potential Reasons for a Quantitative Analysis Approach to Decision Making
The problem is complex.
The problem is very important.
The problem is new.
The problem is repetitive.
Quantitative Analysis Process
Model Development
Data Preparation
Model Solution
Report Generation
Representations of real objects or situations
Models
Physical replicas (scalar representations) of real objects
Iconic Models
Physical in form, but do not physically resemble the object being modeled
Analog Models
Represent real world problems through a system of mathematical formulas and expressions
based on key assumptions, estimates, or statistical analyses
Mathematical Models
Advantage/s of model creation over experimenting with the real life situation
Requires less time
Is less expensive
Involves less risk
must be made in selecting an appropriate mathematical model
Cost/Benefit considerations
controllable inputs
decision variables
fixed or variable parameters
uncontrollable inputs
Relate decision variables with fixed or variable parameters
Seeks to maximize or minimize some objective function subject to constraints
Mathematical Models
If any of the uncontrollable inputs is subject to variation, the mathematical model is…
Stochastic
If its outcomes are entirely predictable and determined by the initial conditions and parameters without any randomness involved, the mathematical model is…
Deterministic