sap course 1429204862

Course Code & Number:

CMPE 323

Course Title:

System Simulation and Modeling

Level of Course:

BS

Credits:

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

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.

Pre-requisites & Co-requisites:

Pre-requisites: NONE
Co-requisites: NONE
Grading: 

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

Semester: 
Fall
Mode of Delivery: 
Face-to-face
Language of Instruction: 
English
Course Type: 
Elective
Required Reading: 
1. Jerry Banks, Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice
Course Objective: 

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.

Extended 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

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

Planned Learning Activities and Teaching Methods: 
Telling/Explaining
Discussion/Debate
Questioning
Reading
Problem Solving
Assessment Methods and Criteria: 
Test / Exam
Quiz/Homework

Student Workload:

Quizzes /Homeworks
30 hrs
hrs
Midterm Exam 1
20 hrs
hrs
Final Exam
30 hrs
hrs
Others
70 hrs
hrs

Prepared By:

Tolga Kurtuluş Çapın

Revised By:

sap_editor