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2011-2012 Bulletin – PDF - SEAS Bulletin - Columbia University

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optimization<br />

applied probability<br />

financial and managerial application of<br />

operations research<br />

Additional details regarding these<br />

concentrations are available in the<br />

department office. A thesis is not<br />

required. Students who plan to continue<br />

their studies beyond the master’s degree<br />

level should give due consideration to<br />

the course, examination, and grade-point<br />

requirements of doctoral programs. The<br />

M.S. degree program can be taken on a<br />

part-time basis or completed in one year<br />

of full-time study. Students planning to<br />

complete this program in one year are<br />

expected, on entry, to have completed<br />

courses in ordinary differential equations,<br />

in linear algebra, and in a programming<br />

language such as C or Java.<br />

The department requires that<br />

students in the program achieve<br />

grades of B– or higher in each of the<br />

fundamental core courses (IEOR E4004<br />

and IEOR E4106). Poor performance in<br />

these courses is indicative of inadequate<br />

preparation and is very likely to lead<br />

to serious problems in completing the<br />

program. In addition, students must<br />

maintain a cumulative GPA equivalent<br />

to a B– during every term enrolled. A<br />

student failing to meet these criteria<br />

may be asked to withdraw from his/her<br />

program.<br />

Joint M.S. and M.B.A.<br />

The department and the Graduate<br />

School of Business offer joint master’s<br />

programs in financial engineering,<br />

industrial engineering, and operations<br />

research. Prospective students for<br />

these special programs must submit<br />

separate applications to the School of<br />

Engineering and Applied Science and<br />

the Graduate School of Business and be<br />

admitted to both schools for entrance<br />

into the joint program.<br />

Admissions requirements are the<br />

same as those for the regular M.S.<br />

programs and for the M.B.A. These joint<br />

programs are coordinated so that both<br />

degrees can be obtained after five terms<br />

of full-time study (30 points in two terms<br />

while registered in <strong>SEAS</strong> and 45 points<br />

in three terms while registered in the<br />

Graduate School of Business).<br />

Students in joint programs must<br />

complete certain courses by the end<br />

Required Core<br />

Courses<br />

(12 points)<br />

Electives<br />

(18 points)<br />

Optimization<br />

The department<br />

recommends taking<br />

at least three of the<br />

following elective<br />

courses:<br />

Applied Probability<br />

The department<br />

recommends taking<br />

at least three of the<br />

following elective<br />

courses:<br />

Students interested<br />

in financial and<br />

managerial applications<br />

of operations research<br />

should consider taking:<br />

of their first year of study. Students in<br />

the IE or OR joint program should take<br />

IEOR E4000, IEOR E4004, and SIEO<br />

W4150. If a substantial equivalent has<br />

been completed during undergraduate<br />

studies, students should consult with<br />

a faculty adviser in order to obtain<br />

exemption from a required course.<br />

M.S. in Operations Research (30 points)<br />

SIEO W4150 Intro to Probability and Statistics (3)<br />

IEOR E4004 Intro to OR: Deterministic Models (3)<br />

IEOR E4106 Intro to OR: Stochastic Models (3)<br />

IEOR E4004 Simulation (3)<br />

The department suggests a number of elective courses depending on areas of<br />

focus. The areas of focus include optimization, applied probability, and financial and<br />

managerial applications of operations research.<br />

IEOR E4000 Production and operations management<br />

IEOR E4210 Supply chain management<br />

IEOR E4405 Production scheduling<br />

IEOR E4418 Logistics and transportation management<br />

IEOR E4600 Applied integer programming<br />

IEOR E4630 Asset allocation<br />

IEOR E4000 Production and operations management<br />

IEOR E4210 Supply chain management<br />

IEOR E4220 Demand and supply analytics<br />

IEOR E4407 Game theoretic models of operation<br />

IEOR E4601 Dynamic pricing and revenue management<br />

IEOR E4602 Quantitative risk management<br />

IEOR E4700 Intro to financial engineering<br />

Corporate Finance<br />

Courses<br />

IEOR E4403 Advanced<br />

engineering & corporate<br />

economics<br />

And at least one of:<br />

FINC B6302 Capital markets<br />

and investments<br />

FINC B8301 Advanced<br />

corporate finance<br />

ECIE W4280 Corporate<br />

finance<br />

IEOR E4721 Global<br />

capital markets<br />

Derivatives Pricing<br />

Courses<br />

IEOR E4700 Intro to<br />

financial engineering<br />

And at least one of:<br />

IEOR E4602<br />

Quantitative risk<br />

management<br />

IEOR E4630<br />

Asset allocation<br />

IEOR E4620<br />

Pricing models<br />

Management<br />

Courses<br />

At least one of:<br />

IEOR E4505<br />

OR in public policy<br />

IEOR E4510<br />

Project management<br />

IEOR E4550<br />

Entrepreneurial<br />

business creation for<br />

engineers<br />

IEOR E4705<br />

Studies in OR<br />

IEOR E4998 Managing<br />

technological innovation<br />

Doctoral Studies<br />

The requirements for the Ph.D. in industrial<br />

engineering and operations research<br />

are identical. Both require the student<br />

to pass two qualifying examinations—<br />

respectively covering stochastic and<br />

deterministic models—as well as submit<br />

and defend a dissertation based on<br />

the candidate’s original research, conducted<br />

under the supervision of a faculty<br />

157<br />

engineering <strong>2011</strong>–<strong>2012</strong>

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