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Academic Catalog 2022-2023

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  • Operations Research, MSOR

Operations Research, MSOR

2022-2023 Edition

  • Undergraduate
  • College of Professional Studies Undergraduate
  • Graduate
    • General Admission and Transfer Credit
    • Information for Entering Students
    • Financial Information
    • University-​Wide Academic Policies and Procedures
    • PhD Programs
    • College of Arts, Media and Design
    • D'Amore-​McKim School of Business
    • Khoury College of Computer Sciences
    • College of Engineering
      • Academic Policies
      • Bioengineering
      • Chemical Engineering
      • Civil and Environmental Engineering
      • Electrical and Computer Engineering
      • Mechanical and Industrial Engineering
        • Industrial Engineering, PhD
        • Mechanical Engineering, PhD
        • Advanced and Intelligent Manufacturing, MS
        • Data Analytics Engineering, MS
        • Human Factors, MS
        • Industrial Engineering, MSIE
        • Engineering Management, MSEM
        • Energy Systems, MSEneS
        • Energy Systems, MSEneS-​Academic Link Program
        • Mechanical Engineering with Concentration in General Mechanical Engineering, MSME
        • Mechanical Engineering with Concentration in Materials Science, MSME
        • Mechanical Engineering with Concentration in Mechanics and Design, MSME
        • Mechanical Engineering with Concentration in Mechatronics, MSME
        • Mechanical Engineering with Concentration in Thermofluids, MSME
        • Operations Research, MSOR
        • Data Analytics Engineering, Graduate Certificate
        • Energy Systems, Graduate Certificate
        • Energy Systems Management, Graduate Certificate
        • Engineering Business, Graduate Certificate
        • Engineering Economic Decision Making, Graduate Certificate
        • Engineering Management, Graduate Certificate
        • Lean Six Sigma, Graduate Certificate
        • Renewable Energy, Graduate Certificate
        • Sustainable Energy Systems, Graduate Certificate
        • Supply Chain Engineering Management, Graduate Certificate
        • Technology Systems Management, Graduate Certificate
      • Multidisciplinary Programs
      • Interdisciplinary Graduate Programs
      • Graduate Certificate Programs
    • Bouvé College of Health Sciences
    • School of Law
    • College of Professional Studies
    • College of Science
    • College of Social Sciences and Humanities
    • Gordon Institute of Engineering Leadership
    • Additional Programs
    • Faculty
    • Appendix
  • Course Descriptions
  • Catalog Archives
  • Overview
  • Program Requirements

Website

The Department of Mechanical and Industrial Engineering (MIE) offers comprehensive research and educational programs for students pursuing the Master of Science (MS) in Operations Research (OR). OR deals with the application of scientific method to decision making. Its practitioners develop and solve mathematical and computer models of systems using optimization and statistical methods. OR methodologies are being used to improve efficiency, reduce costs, and increase profitability in all organizations whether in manufacturing, transportation, logistics and supply chains, healthcare, or financial institutions. Upon graduation, students who pursue this program may work in industry or may continue their studies by pursuing the PhD in Industrial Engineering. These extensive programs and coursework allow for the selection of a degree that meets a wide range of personal and professional goals. 

General Degree Requirements

To be eligible for admission to any of the MS degree programs, a prospective student must hold a Bachelor of Science degree in engineering, science, mathematics, or an equivalent field. Students in all master’s degree programs must complete a minimum of 32 semester hours of approved coursework (exclusive of any preparatory courses) with a minimum grade-point average (GPA) of 3.000. Students can complete a master's degree by pursuing any of one of the three tracks: coursework option, project option, and thesis option. Specific degree requirements for each of these tracks can be found under the Program Requirements tab. Students may pursue any program either on a full-time or part-time basis; however, certain restrictions may apply.

Academic and Research Advisors

All nonthesis students are advised by the faculty advisor designated for their respective concentration or program. Students willing to pursue the thesis option must first find a research advisor within their first year of study. The research advisor will guide the students' thesis work, and thesis reader(s) may be assigned at the discretion of their research advisor. The research advisor must be a full-time or jointly appointed faculty. If the research advisor is outside the MIE department, before the thesis option can be approved, a faculty member with 51 percent or more appointments in the MIE department must be chosen as co-advisor, and a petition must be filed and approved by the co-advisor and the MIE Graduate Affairs Committee. Thesis option students are advised by the faculty advisor of their concentration before they select their research advisor(s). The research advisor and co-advisor must serve as thesis readers.

Plan of Study and Course Selection

It is recommended that all new students attend orientation sessions held by the MIE department and the Graduate School of Engineering to acquaint themselves with the coursework requirements and research activities of the department as well as with the general policies, procedures, and expectations.

In order to receive proper guidance with their coursework needs, all MS students are strongly encouraged to complete and submit a fully signed Plan of Study (PS) to the department before enrolling in second-semester courses. This form not only helps the students manage their coursework but it also helps the department to plan for requested course offerings. The PS form may be modified at any time as the students progress in their degree programs. 

Students may also petition to waive a core course by demonstrating evidence of their having passed a similar approved IE or OR graduate course. In such situations, the students must first obtain approval from their academic advisor for the course(s) they are planning to substitute.

Students pursuing study or research under the guidance of a faculty member can choose project option by taking Master’s Project (OR 7945). An MS project must be petitioned to the MIE Graduate Affairs Committee and approved by both the faculty member (instructor for Master's Project) and the student's academic advisor. The petition must clearly state the reason for taking the project course; a brief description of the goals; as well as the expected outcomes, deliverables, and grading scheme. 

Students pursuing coursework option may petition the MIE Graduate Affairs Committee to substitute up to a 4-semester-hour Independent Study (OR 7978). An independent study must be approved by the academic advisor. The petition must clearly state the instructor; the reason for taking the course; a brief description of the goals; as well as the expected outcomes, deliverables, and grading scheme. Students in other options (i.e., thesis or project) are not eligible to take independent study. When taking thesis or project options, the independent study course cannot be taken. 

Options for MS Students (coursework only, project, or thesis)

Students accepted into any of the MS programs in the MIE department can choose one of the three options: coursework only, project, or thesis. Please see the Program Requirements tab on the top menu of this page for more information. MS students who want to pursue project or thesis options must find, within the first year of their study, a faculty member or a research advisor who will be willing to direct and supervise a mutually agreed research project or MS thesis. Moreover, students who receive financial support from the university in the form of a research, teaching, or tuition assistantship must complete 8 semester hours of Thesis (ME 7990). Students are strongly encouraged to complete their 8 semester hours of Thesis (ME 7990) over two consecutive semesters. 

Students who complete the thesis option must make a presentation of their thesis before approval by the department. The MS thesis presentation shall be publicly advertised at least one week in advance, and all faculty members and students may attend and participate. If deemed appropriate by the research advisor, other faculty members may be invited to serve as thesis readers to provide technical opinions and judge the quality of the thesis and presentation. 

Change of Program/Concentration

Students enrolled in any of the MIE department programs or concentrations may change their current program or concentration no sooner than the beginning of their second full-time semester of study. In order for the program or concentration change request to be considered by the MIE Graduate Affairs Committee, the student must not be in the first semester of their current program, must have a 3.300 GPA, and have completed at least 8 semester hours of required coursework in their sought program at Northeastern.

Graduate Certificate Options

Students enrolled in a graduate degree program in the College of Engineering have the opportunity to pursue an engineering graduate certificate in addition to or in combination with the MS degree. For more information please refer to Graduate Certificate Programs.

Gordon Institute of Engineering Leadership

Master's Degree in Operations Research with Graduate Certificate in Engineering Leadership

Students may complete a Master of Science in Operations Research in addition to earning a Graduate Certificate in Engineering Leadership. Students must apply and be admitted to the Gordon Engineering Leadership Program in order to pursue this option. The program requires fulfillment of the 16-semester-hour curriculum required to earn the Graduate Certificate in Engineering Leadership, which includes an industry-based challenge project with multiple mentors. The integrated 32-semester-hour degree and certificate will require 16 hours of advisor-approved operations research technical courses.

Engineering Business

Master's Degree in Operations Research with Graduate Certificate in Engineering Business

Students may complete a Master of Science in Operations Research in addition to earning a Graduate Certificate in Engineering Business. Students must apply and be admitted to the Galante Engineering Business Program in order to pursue this option. The program requires the applicant to have earned or be in a program to earn a Bachelor of Science in Engineering from Northeastern University. The integrated 32-semester-hour degree and certificate will require 16 semester hours of the operations research core courses and 16 semester hours from the outlined business-skill curriculum. The coursework, along with participation in co-curricular professional development elements, earn the Graduate Certificate in Engineering Business.

Complete all courses and requirements listed below unless otherwise indicated.

Core Requirements

Course List
Code Title Hours
IE 6200Engineering Probability and Statistics4
or MATH 7241 Probability 1
OR 6205Deterministic Operations Research4
OR 7245Network Analysis and Advanced Optimization4
or MATH 7234 Optimization and Complexity
OR 7230Probabilistic Operation Research4
or MATH 7341 Probability 2

Options

Select one of the following options:

Coursework Option

Course List
Code Title Hours
Complete 16 semester hours from the course list below.16

Project Option 

Course List
Code Title Hours
OR 7945Master’s Project4
Complete 12 semester hours from the course list below.12

Thesis Option

Course List
Code Title Hours
OR 7990Thesis (required for all students who receive financial support from the university in the form of a research, teaching, or tuition assistantship)8
Complete 8 semester hours from the course list below.8

Course List

Course List
Code Title Hours
Civil Engineering and Environmental Engineering
CIVE 7100
Time Series and Geospatial Data Sciences
Computer Science
CS 5800
Algorithms
CS 6140
Machine Learning
CS 7805
Complexity Theory
Computer Systems Engineering
CSYE 7280
User Experience Design and Testing
Data Science
DS 5220
Supervised Machine Learning and Learning Theory
DS 5230
Unsupervised Machine Learning and Data Mining
General Engineering
GE 5010
Customer-Driven Technical Innovation for Engineers
GE 5100
Product Development for Engineers
Electrical and Computer Engineering
EECE 5644
Introduction to Machine Learning and Pattern Recognition
Engineering Management
EMGT 5220
Engineering Project Management
EMGT 5300
Engineering/Organizational Psychology
EMGT 6225
Economic Decision Making
EMGT 6305
Financial Management for Engineers
Industrial Engineering
IE 5374
Special Topics in Industrial Engineering (Data Visualization Engineering)
IE 5374
Special Topics in Industrial Engineering (Human Performance in Sociotechnical Systems)
IE 5400
Healthcare Systems Modeling and Analysis
IE 5500
Systems Engineering in Public Programs
IE 5617
Lean Concepts and Applications
IE 6300
Manufacturing Methods and Processes
IE 7200
Supply Chain Engineering
IE 7215
Simulation Analysis
IE 7275
Data Mining in Engineering
IE 7280
Statistical Methods in Engineering
IE 7285
Statistical Quality Control
IE 7290
Reliability Analysis and Risk Assessment
IE 7315
Human Factors Engineering
Mathematics
MATH 7233
Graph Theory
MATH 7342
Mathematical Statistics
MATH 7349
Stochastic Calculus and Introduction to No-Arbitrage Finance
Operations Research
OR 6500
Metaheuristics and Applications
OR 7235
Inventory Theory
OR 7240
Integer and Nonlinear Optimization
OR 7270
Convex Optimization and Applications
OR 7310
Logistics, Warehousing, and Scheduling
Or any other IE, OR, MATH, CS, and graduate engineering courses

Program Credit/GPA Requirements

32 total semester hours required
Minimum 3.000 GPA required

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