Bachelor of Arts (BA) Degree with a Major in Operations Research

Program Learning Outcomes for the BA Degree with a Major in Operations Research

Upon completing the BA degree with a major in Operations Research, students will be able to:

  1. Formulate appropriate mathematical programs and stochastic processes that model real-world situations. 
  2. Calibrate models with appropriate real-world data, using statistical and data science tools. 
  3. Use commercial and open-source software to solve operations research models.
  4. Communicate the solutions and insights generated by operations research models to a non-technical audience. 

Requirements for the BA Degree with a Major in Operations Research

For general university requirements, see Graduation Requirements. Students pursuing the BA degree with a major in Operations Research must complete:

  • A minimum of 17 courses (53-56 credit hours, depending on course selection) to satisfy major requirements.
  • A minimum of 120 credit hours to satisfy degree requirements.
  • A minimum of 11 courses (33-35 credit hours, depending on course selection) taken at the 300-level or above.
  • A maximum of 4 courses (12 credit hours) from study abroad or transfer credit after matriculation at Rice may be applied towards specific major requirements. For additional departmental guidelines regarding transfer credit, see the Policies tab.

The courses listed below satisfy the requirements for this major. In certain instances, courses not on this official list may be substituted upon approval of the major’s academic advisor or, where applicable, the department's Director of Undergraduate Studies. (Course substitutions must be formally applied and entered into Degree Works by the major's Official Certifier.) Students and their academic advisors should identify and clearly document the courses to be taken.

Summary

Total Credit Hours Required for the Major in Operations Research53-56
Total Credit Hours Required for the BA Degree with a Major in Operations Research120

Degree Requirements

Introductory Requirements
COMP 140COMPUTATIONAL THINKING4
MATH 101SINGLE VARIABLE CALCULUS I3
or MATH 105 AP/OTH CREDIT IN CALCULUS I
MATH 102SINGLE VARIABLE CALCULUS II3
or MATH 106 AP/OTH CREDIT IN CALCULUS II
MATH 212MULTIVARIABLE CALCULUS3
Intermediate Requirements
Select 1 course from the following:3
MATRIX ANALYSIS
MATRIX ANALYSIS FOR DATA SCIENCE
HONORS LINEAR ALGEBRA
LINEAR ALGEBRA
CMOR 350STOCHASTIC MODELS3
CMOR 360INTRODUCTION TO OPERATIONS RESEARCH AND OPTIMIZATION3
ELEC 378MACHINE LEARNING: CONCEPTS AND TECHNIQUES3
Select 1 course from the following:3-4
PROBABILITY AND STATISTICS
HONORS PROBABILITY AND MATHEMATICAL STATISTICS
PROBABILITY AND STATISTICS FOR DATA SCIENCE
Advanced Requirements
CMOR 442LARGE-SCALE OPTIMIZATION3
or CMOR 451 SIMULATION MODELING AND ANALYSIS
CMOR 452SERVICE SYSTEMS ANALYTICS3
CMOR 461LOGISTICS AND SUPPLY CHAIN MANAGEMENT3
CMOR 462OPTIMIZATION METHODS IN FINANCE3
Elective Requirements
Select 3 elective courses (see course list below)9-11
Senior Design
Select 1 from the following:4
APPLIED MACHINE LEARNING AND DATA SCIENCE PROJECTS
SENIOR DESIGN PROJECT I
and SENIOR DESIGN PROJECT II
Total Credit Hours Required for the Major in Operations Research53-56
Additional Credit Hours to Complete Degree Requirements *33-36
University Graduation Requirements *31
Total Credit Hours120

Footnotes and Additional Information

Course List to Satisfy Requirements

Elective Requirements

To fulfill Elective Requirements, students must complete a total of 3 courses (9-11 credit hours, depending on course selection) from the following department approved electives.

CMOR 404GRAPH THEORY3
CMOR 441LINEAR AND INTEGER PROGRAMMING3
CMOR 446GRAPH ALGORITHMS3
CMOR 455STOCHASTIC CONTROL AND APPLICATIONS3
CMOR 463OPERATIONS RESEARCH IN HEALTHCARE3
CMOR 464MANUFACTURING PROCESSES AND SYSTEMS3
CMOR 531CONVEX OPTIMIZATION3
CMOR 533NUMERICAL OPTIMIZATION3
CMOR 543COMBINATORIAL OPTIMIZATION3
CMOR 544STOCHASTIC OPTIMIZATION3
COMP 382REASONING ABOUT ALGORITHMS4
COMP 414OPTIMIZATION: ALGORITHMS, COMPLEXITY AND APPROXIMATIONS3
COMP 416GENOME-SCALE ALGORITHMS AND DATA STRUCTURES4
COMP 441LARGE-SCALE MACHINE LEARNING3
or ELEC 478 INTRODUCTION TO MACHINE LEARNING
or ELEC 578 INTRODUCTION TO MACHINE LEARNING
or INDE 577 DATA SCIENCE AND MACHINE LEARNING
or STAT 413 INTRODUCTION TO STATISTICAL MACHINE LEARNING
COMP 459MACHINE LEARNING WITH GRAPHS3
ECON 437 / ENST 437ENERGY ECONOMICS3
ECON 443FINANCIAL ECONOMICS3
ECON 449PRINCIPLES OF FINANCIAL ENGINEERING3
ECON 456TOPICS IN BUSINESS ECONOMICS: FINANCIAL MARKET AND INVESTMENTS3
ECON 470MARKET DESIGN3
ECON 481HEALTH ECONOMICS3
ELEC 475LEARNING FROM SENSOR DATA3
ELEC 533 / CMOR 553 / STAT 583INTRODUCTION TO RANDOM PROCESSES AND APPLICATIONS3
INDE 597TOPICS IN INDUSTRIAL ENGINEERNG3
STAT 313 / CEVE 313UNCERTAINTY AND RISK IN URBAN INFRASTRUCTURES3
STAT 410LINEAR REGRESSION4
STAT 418PROBABILITY3
STAT 419STATISTICAL INFERENCE3
STAT 421APPLIED TIME SERIES AND FORECASTING3
STAT 449QUANTITATIVE FINANCIAL RISK MANAGEMENT3
STAT 482QUANTITATIVE FINANCIAL ANALYTICS3
STAT 486MARKET MODELS3
STAT 581 / CMOR 552MATHEMATICAL PROBABILITY I3
STAT 582MATHEMATICAL PROBABILITY II3

Policies for the BA Degree with a Major in Operations Research

Program Restrictions and Exclusions

Students pursuing the BA Degree with a Major in Operations Research should be aware of the following program restrictions:

  • As noted in Majors, Minors, and Certificates, under Declaring Majors, Minors and Certificates, students may not obtain both a BA and a BS in the same major. Students pursuing the BA Degree in Operations Research may not additionally pursue the BS Degree with a Major in Operations Research.
  • As noted in Majors, Minors, and Certificates, students may not major and minor in the same subject.
  • Students pursuing the major in Operations Research may not additionally declare the major in Computational and Applied Mathematics.
  • Students pursuing the major in Operations Research may not additionally declare the minor in Computational and Applied Mathematics.

Transfer Credit 

For Rice University’s policy regarding transfer credit, see Transfer Credit. Some departments and programs have additional restrictions on transfer credit. Requests for transfer credit must be approved for Rice equivalency by the designated transfer credit advisor for the appropriate academic department offering the Rice equivalent course (corresponding to the subject code of the course content). The Office of Academic Advising maintains the university’s official list of transfer credit advisors on their website: https://oaa.rice.edu. Students are encouraged to meet with the applicable transfer credit advisor as well as their academic program director when considering transfer credit possibilities. 

Departmental Transfer Credit Guidelines

Students pursuing the major in Operations Research should be aware of the following program-specific transfer credit guideline:

  • No more than 4 courses (12 credit hours) of transfer credit from U.S. or international universities of similar standing as Rice may apply towards major requirements after matriculation at Rice.

Additional Information

For additional information, please see the Computational Applied Mathematics and Operations Research website: https://cmor.rice.edu/.

Opportunities for the BA Degree with a Major in Operations Research

Academic Honors

The university recognizes academic excellence achieved over an undergraduate’s academic history at Rice. For information on university honors, please see Latin Honors (summa cum laude, magna cum laude, and cum laude) and Distinction in Research and Creative Work. Some departments have department-specific Honors awards or designations.

Fifth-Year Master's Degree Option for Rice Undergraduate Students 

In certain situations and with some terminal master's degree programs, Rice students have an option to pursue a master’s degree by adding an additional fifth year to their four years of undergraduate studies.

Advanced Rice undergraduate students in good academic standing typically apply to the master’s degree program during their junior or senior year. Upon acceptance, depending on course load, financial aid status, and other variables, they may then start taking some required courses of the master's degree program. A plan of study will need to be approved by the student's undergraduate major advisor and the master’s degree program director.

As part of this option and opportunity, Rice undergraduate students:

  • must complete the requirements for a bachelor's degree and the master's degree independently of each other (i.e. no course may be counted toward the fulfillment of both degrees).
  • should be aware there could be financial aid implications if the conversion of undergraduate coursework to that of graduate level reduces their earned undergraduate credit for any semester below that of full-time status (12 credit hours).
  • more information on this Undergraduate - Graduate Concurrent Enrollment opportunity, including specific information on the registration process can be found here.

Rice undergraduate students completing studies in science and engineering may have the option to pursue the Master of Computational and Applied Mathematics (MCAAM) or the Master of Industrial Engineering (MIE) degree. For additional information, students should contact their undergraduate major advisor and the MCAAM/MIE program director.

Additional Information

For additional information, please see the Computational Applied Mathematics and Operations Research website: https://cmor.rice.edu/.