CMPE 323

Course ID:

Course Code & Number

CMPE 323

Course Title

System Simulation and Modeling

Level

BS

Credit Hours/ ECTS Credits

(3+0+0) 3 TEDU Credits, 5 ECTS Credits

Year of Study:

Semester:

Fall

Type of Course:

Elective

Mode of Delivery:

Face-to-face

Language of Instruction:

English

Pre-requisite / Co-requisite:

Catalog Description

Model types. Simulation types. Complexity types. Simulation input modeling. Input data collection. Input modeling strategy. Random variate generation. Inverse transform method. Acceptance-rejection method. Composition method. Relocate and rescale method. Specific distributions.

Course Objectives

The objective of this course is to provide knowledge of analyzing, modeling and simulating a real life system using mathematical and computer scientific tools and techniques.

Software Usage

Course Learning Outcomes

Upon succesful completion of this course, a student will be able to
1. Mathematically model a real life problem
2. Analyze the inputs of a mathematical model
3. Analyze a model from a statistical perspective
4. Implement a simulation of a real life problem based on a mathematical model
5. Use different techniques for analyzing and simulating models
6. Understand the use of statistical distributions in modeling real life problems

Learning Activities and Teaching Methods:

Telling/Explaining Discussion/Debate Questioning Reading Problem Solving

Assessment Methods and Criteria:

Test / Exam Quiz

Assessment Methods and Criteria Others:

Design Content

Recommended Reading

Required Reading

1. Jerry Banks, Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice

Grading

Mid-terms - 30% 
Quizzes and Homeworks - 30% 
Final - 40%

Learning Activities and Teaching Methods Others:

Course Coordinator:

Student Workload:

Workload	Hrs

Course & Program Learning Outcome Matching: