Page Updated October 2012 We offer degrees in the following:
CurriculumSeveral programs leading to master's degrees are offered by the Department of Industrial and Systems Engineering. All ISE graduate students are required to satisfy core requirements. All core course prerequisites must also be satisfied. Prerequisites may be satisfied by (1) previous course work, (2) completing the prerequisite course without graduate credit, or (3) passing the final examination of the prerequisite course with a grade of B or better. Areas of Graduate StudyManufacturing Systems and ProcessesGraduate study in manufacturing involves course work and research in any of a variety of subjects, including manufacturing processes, automation, robotics, numerical control, computer integrated manufacturing, process control, material handling, and production scheduling. In manufacturing processes, the department specializes in the material removal processes, such as machining (e.g., turning, milling, drilling, grinding) and nontraditional processes (e.g., water jet cutting, electrochemical machining). Additional manufacturing process technologies are covered in other departments in the P. C. Rossin College of Engineering and Applied Science, in particular, the materials science and engineering department. Operations ResearchThe operations research graduate area is intended to prepare students to analyze, formulate, and solve problems using analytical methods and computational techniques. Topics emphasized in the department include mathematical programming, combinatorial optimization, queuing theory, neural networks, and stochastic processes. There are many settings in which operations research problems are encountered, but those which arise in the context of manufacturing, supply chain, production of services, and the computational issues related to solving such problems, are of particular interest to the Department of Industrial and Systems Engineering. Students can expect to study challenging problems at both the master's and doctoral levels. Information SystemsGraduate study in information systems covers the methodological and technological development of computer information systems. Of particular interest at Lehigh are the systems needed to drive integrated manufacturing and service industries. Such systems are becoming increasingly important in the trend toward real-time planning and control, with embedded decision making capabilities. Topics include data communication, telecommunication and computer networks, database processing systems, artificial intelligence and expert systems, object-oriented technology, and computer-based production planning and inventory control. The information systems area is further supplemented by courses offered by the Department of Computer Science and Engineering. To see Lehigh University's Online Course Catalog, click here. Master of Science & Master of Engineering in Industrial and Systems EngineeringMaster of ScienceThe minimum program for the Master of Science (M.S.) degree in ISE consists of 24 credit hours of approved courses and completion of a satisfactory 6 credit thesis. Courses from outside the ISE department usually include other engineering disciplines, mathematics, computer science, and business and economics. Master of EngineeringThe minimum program for the Master of Engineering (M.Eng.) degree in ISE consists of 27 credit hours of approved courses and completion of a satisfactory 3 credit project or, optionally, 30 credits of approved courses. This program of study is for those students whose interests are geared toward engineering design rather than research. Minimum Degree RequirementsCourse RequirementsAll graduate students in the M.S. or M.Eng in Industrial and Systems Engineering degree programs are required to select at least 12 credits of courses from the set of ISE Core Courses. Prerequisites may be satisfied by 1. Previous course work, Rules for course selection from the set of ISE Core CoursesSelect at least 4 courses from the set of ISE Core Courses: *Select at least one of the following courses: ISE 362 and ISE 426 *Select at least one of the following courses: ISE 404 and ISE 429 *Select any remaining courses from the set of I&SE Core Courses: - ISE 319 Material Handling and Facility Planning (3) Areas of ConcentraionEach student may elect to concentrate course work in specific areas, but there is no requirement to do so. A set of recommended courses in each of eight areas are given below:
Master of Science & Master of Engineering in Management Science & Engineering
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Course No. | Course Title | Prerequisite(s) |
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ISE 358 (ECO 358) | Game Theory (cross listed) | ECO 105 or 146 and MATH 21, 31, or 51 |
ISE 404 | Simulation (graduate version of IE 305) | ISE 121 or ISE 328 and ISE 220 or an equivalent |
ISE 409 | Time Series Analysis | ISE 121 or equivalent |
ISE 410 | Design of Experiments | ISE 121 or equivalent |
ISE 414 | Heuristic Methods of Combinatorial Optimization | |
ISE 416 | Dynamic Programming | ISE 426 or equivalent |
ISE 419 | Sequencing and Scheduling | ISE 426 or equivalent |
ISE 412 | Quantitive Models of Supply Chain Management | ISE 426 and ISE 429 or equivalent |
ISE 426 | Optimization Models and Applications (graduate version of ISE 316) |
ISE 220 or equivalent background. (Closed to students who have taken ISE 316) |
ISE 429 | Stochastic Models and Applications (graduate version of ISE 339) | ISE 220 or equivalent |
ISE 439 | Queueing Systems | ISE 429 or equivalent |
ISE 447 | Financial Optimization | ISE 426 or equivalent |
ISE 458 (ECO 463) | Topics in Game Theory (Cross listed course) | Two semesters of calculus, ECO 412 or permission of instructor |
MATH 311 | Graph Theory | MATH 163 or MATH/CSE 261 or MATH 205 or consent of instructor |
MATH 312 | Statistical Computing and Applications | ISE 121 or equivalent, MATH 12 or MATH 231 |
MATH 334 | Mathematical Statistics | MATH 231 or 309 |
MATH 338/STAT438 | Linear Models in Statistics with Applications | ISE 121 or equivalent, MATH 12 or MATH 231. |
MATH 467 | Financial Calculus I | ISE 111 or MATH 231 or equivalent and MATH 231. |
MATH 468 | Financial Calculus II | MATH 467 |
ECO 412 | Mathematical Economics | consent of instructor |
ECO 415 | Econometrics | ISE 121 or equivalent, ECO 401 or equivalent |
Each student may elect to concentrate course work in specific areas, but there is no requirement to do so. A set of recommended courses in each of eight areas are given below:
Areas of Concentration | Qualified Courses |
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Operations Research | ISE 406, 411, 412, 414, 416, 417, 418, 419, 425, 439, 455, ECO 402, 412, 423, MATH 312, 338, 340 |
Decision and Risk Analysis | ISE 358,458, 409, 410, 416, 419, 439, 442, 446 MATH 312, 338 |
Economics and Cost Analysis | ISE 358, 458, GBUS 413, 414, 419, 420, 422, MATH 467, 468 |
Production & Operations Management | ISE 319, 324, 332, 340, 410, 412, 419, 424, 442, 443, 445, 448, 449, GBUS 432, 450, 453, 456, ECO 447, MSE 438, 446 |
Logistics & Supply Chain Management | ISE 319, 341, 358, 362, 408, 409, 412, 414, 416, 419, 438, 442, 443, 458, GBUS 432, 450, 453, 456, ECO 447 |
Information Economics | ISE 334, 442 BIS 311, 342, ECO 412, 413, 415, 447 |
Information Technology and Applications | ISE 324, 332, 341, 345, 404, 408, 424, 437, 438, 443, 449, 451, CSE 313, 340, 366, 403, 411, ECO 401, 404 |
Quality Engineering | ISE 332, 409, 410, 422, 442 |
The Certificate in Quality Engineering is offered by the ISE Department. A list of the faculty and descriptions of the courses are included in the catalog description of the department. The program is designed to accommodate students who are employed full time. Courses are transmitted via distance technology to work sites anywhere in the continental USA.
*Consists of 12 credits
*Must be taken post-baccalaureate at Lehigh University (no transfer of non-Lehigh courses accepted) and must be for credit (audits do not count).
*No more than one grade below a B- is permitted
*Must be completed in 3 years.
*The minimum criteria for admission to the ISE graduate program apply.
*A minimum of a bachelor's degree or equivalent and a minimum GPA of 2.75 are required.
*GRE or other test scores are not required for admission to the certificate program (but are required for continuing towards a master's or higher degree).
*International students must demonstrate English language proficiency consistent with university policies for graduate programs.
*Submission of a complete application and an official undergraduate transcript are required.
*An application fee is required.
*Applicants will be admitted as non-degree certificate students.
*Certificate students must apply and be admitted with regular status before continuing towards a master's degree.
*Student may be distance education students or on-campus students.
*Students will not be eligible for Lehigh University financial support. (Please note: Presidential scholarships cannot be used for certificates.)
*Credits earned towards a certificate may be accepted as part of a master's program.
*Normal time limits for completion of a degree program apply (i.e. a total of 6 years for the master's or 10 years for the doctorate) beginning with date of enrollment into the certificate program.
All candidates must complete the following set of courses to receive the certificate:
- ISE 332 Product Quality
- ISE 410 Design of Experiments
- ISE 422 Measurement and Inspection Systems
- ISE 442 Manufacturing Management
A student must meet all prerequisites for the certificate courses. ISE 328 is a course that is available for anyone with insufficient background in probability and statistics.
If you would like to enroll as an Analytical Finance Engineering student, please apply on the P.C. Rossin College of Engineering and Applied Science website.
Details on the program requirements can be found on the Business College Web site.
Analytical Finance Program Outline
Information can be found on the MSE web site .
Information is hosted at the P.C. Rossin College of Engineering and Applied Science Website.
Information can be found on the Healthcare Systems Engineering Web page.
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