ENG5805 Statistics and operations research for industrial engineers
Faculty of Engineering
ENG5805 Statistics and operations research for industrial engineers is a level 5, 6-credit-point, postgraduate unit from the Faculty of Engineering, offered in 2023 in Semester 1 at Malaysia. It has no prerequisites.
- Credit points
- 6
- Offered in 2023
- Semester 1
- Malaysia
- Assessment
- No exam
- 6 tasks
- Workload
- 144 hours
- per semester
This is the 2023 handbook entry. See the 2026 entry.
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Requisites
Before ENG5805
No prerequisites or corequisites besides the enrolment rules below.
After ENG5805
No unit lists ENG5805 as a prerequisite in the 2023 handbook.
Enrolment rules
You must be currently enrolled in a master’s course in engineering or related STEM and in a related discipline. The unit assumes that you have the necessary foundational knowledge.
Equivalent units
The same content under another code. Only one of them counts.
Overview
This unit introduces the basic engineering statistical analysis and operations research techniques for engineers. Topics include modelling data, statistical inferences, correlations and simple linear regressions, linear programming, Simplex Method for linear programming, Duality Theory, and Sensitivity Analysis. The unit is oriented towards industrial engineering applications rather than mathematical development.
Offerings in 2023
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Malaysia | On campus |
Assessment
- Assignment 1Threshold hurdle15%
- Assignment 2Threshold hurdle20%
- Quiz 1Threshold hurdle5%
- Quiz 2Threshold hurdle5%
- Weekly exercisesThreshold hurdle5%
- Final assessmentThreshold hurdle50%
Learning outcomes
When you finish this unit, you should be able to:
- 1
Apply operational research techniques to problems in industrial engineering.
- 2
Apply statistical methods to problems in industrial engineering [R].
- 3
Design and justify statistical ideas and concepts for improving efficiency of production processes.
- 4
Design optimal strategies using statistics and operations research via computers as tools for modelling scarce set of resources to improve efficiency in systems.
Workload and teaching
- Workshops24 hours
- Applied sessions24 hours
- Teaching approachSimulation or virtual practice
- Teaching approachCase-based teaching
- Teaching approachEnquiry-based learning
- Teaching approachActive learning
The minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of 3-6 hours of scheduled learning activities and 6-9 hours of independent study per week. Scheduled activities may include a combination of teacher-directed learning, peer-directed learning and online engagement. Independent study may include associated readings, assessment and preparation for scheduled activities.
You will apply an operations research and statistics software to a problem, generate and anaylse the data and provide a feasible and practical solution to the problem.
You will participate in discussions on industrial problems and case examples and understand the approach to the solution of the problems.
You will discuss the application of statistics and operations research for each problem, understand the data generated and provide feasible and practical solutions to the problems.
- Hands-on learning through analysis and software to model the problem during class.
- Q&A learning activity, discussion with peers on the topics.
Learning resources
Recommended resources
- Introduction to Operations Research (2010), Frederick S. Hillier, Gerald J. Lieberman, 9th Edition, McGraw-Hill Higher Education, 2010.
- Linear Programming and Resource Allocation Modeling (2018), Michael J. Panik, John Wiley & Sons
- Step-By-Step Optimization with Excel Solver - The Excel Statistical Master, Mark Harmon, Excel Master Series
- Statistics for Business and Economics (2014), David R. Anderson (David Ray), 1941- Dennis J Sweeney; T. A Williams (Thomas A.); Jeffrey D. Camm 1958-; James J Cochran 12th rev. ed.
- Statistics for Business and Economics (2018), McClave, Benson, Sincich, 13th Edition, Pearson Education Ltd, 2018
- An Introduction to Management Science - Quantitative Approaches to Decision Making (2008), Anderson, Sweeney, Williams, Martin, 12th Edition, South-Western Thomson Learning
- Operations Research An Introduction (2017), Hamdy A Taha, 10th Edition, Pearson Education Ltd, 2017
Technology resources
- SPSS Statistics software is available on MoVE
- Solver for operations research - Integrated with Excel spreadsheet
Contacts
- Chief Examiners
- Dr Ho Kok Hoe
- Unit Coordinators
- Dr Ho Kok Hoe
Common questions
What are the prerequisites for ENG5805?
ENG5805 has no prerequisites, but enrolment rules apply.
When is ENG5805 offered?
In 2023, ENG5805 runs in Semester 1 at Malaysia.
How much work is ENG5805?
The handbook expects about 144 hours of study across the semester. No students have rated its difficulty yet.
Does ENG5805 have an exam?
No. ENG5805 has 6 assessment tasks and no exam.