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Industrial and Systems Engineering (ISE)
- https://ise.usc.edu
- D class assignments for undergraduates available in GER-247; Phone: (213) 740-4893.
- (213) 740-4893. 7 D class assignments for undergraduates and on-campus graduate students available online at ise.usc.edu/current-students/ or via phone at (213) 740-4893. 7 D class assignments for undergraduates available in GER247; phone
A combination of plant tours, laboratory experiences, and lecture are used to introduce the philosophy, subject matter, aims, goals, and techniques of industrial and systems engineering.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31600R | 001 | Lecture | 10:00-11:50am | Friday | 32 of 40 | Shinyi Wu | KAP158 |
Techniques for modeling uncertainty: discrete and continuous random variables, probability distributions, expectations and conditional probability; Poisson processes, Markov chains and queuing decision models.
- Prerequisite: MATH 126
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31518D | 001 | Lecture | 4:00-5:50pm | Mon, Wed | 29 of 35 | Kristin Sahyouni, Kurt Palmer | DMC261 | ||
31638D | 001 | Lecture | 10:00-11:50am | Tue, Thu | 30 of 37 | Sze-Chuan Suen | ZHS163 |
Managing a project intended to create an engineered system. Methods, processes, tools. Lessons-learned from actual practice. Case studies from real projects. Presentations by student teams.
- Prerequisite: ISE 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31683D | 001 | Lecture-Lab | 12:00-1:50pm | Mon, Wed | 40 of 44 | Neil Siegel | GFS207 | PDF (581400 KB) |
Modeling, solution analysis and applications of complex decision problems using linear, dynamic and integer optimization.
- Prerequisite: MATH 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31605D | 001 | Lecture | 8:00-9:50am | Tue, Thu | 31 of 60 | Amir Gharehgozli | VPD112 | PDF (255765 KB) |
Engineering project team formation and team dynamics including organizational behavior, psychology and business management, all in the context of technology development; decision-making and negotiation.
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31549D | 001 | Lecture | 10:00-11:50am | Tue, Thu | 9 of 12 | Yalda Khashe | SOSB51 | PDF (678873 KB) |
Role of humans in technological systems; human-systems integration; ergonomics; anthropometry and workstation design; work methods and measurement; human error, safety and accident analysis.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31607D | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 24 of 55 | Najmedin Meshkati | GFS118 | ||
31637R | 001 | Lab | 4:00-6:20pm | Wednesday | 20 of 35 | Najmedin Meshkati | SAL127 | ||
31647R | 001 | Lab | 6:30-8:50pm | Wednesday | 4 of 20 | Najmedin Meshkati | SAL127 |
Data models for industry applications. Modeling and designing robust databases. Implementing and querying databases with SQL. Innovations in database applications.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31628D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 27 of 36 | Reza Jafarkhani | KAP145 | PDF (482468 KB) | |
31629R | 001 | Discussion | 9:30-10:50am | Friday | 12 of 25 | Reza Jafarkhani | GFS221 | ||
31631R | 001 | Discussion | 11:00-12:20pm | Friday | 15 of 25 | Reza Jafarkhani | GFS228 |
Production, resource and service planning, forecasting, scheduling, vendor and location selection, inventory; integrated decision systems for the control of production, services and supply chains.
- Prerequisite: ISE 330
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31610D | 001 | Lecture | 10:00-11:50am | Tue, Thu | 17 of 35 | Niloufar Izadinia | DMC151 |
Modeling of complex discrete event systems, input and output analysis, system evaluation via experimentation on the simulation model, applications to industrial and systems engineering problems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31613D | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 25 of 36 | Kurt Palmer | KAP158 | PDF (45697 KB) | |
31626R | 001 | Lab | 4:00-4:50pm | Thursday | 25 of 36 | Kurt Palmer | SAL126 |
Design, modeling and analysis of complex systems, challenges they present and methods for resolving those challenges. Impact of technology on work and organizational design.
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31632D | 001 | Lecture | 12:00-1:50pm | Tue, Thu | 25 of 40 | Yalda Khashe | KAP158 | PDF (707373 KB) |
Basic principles that govern the dynamic socio-technical interactions of open technology innovations on competitive global markets, emphasizing real-world practices to uncover blue-ocean innovation opportunities.
- Restriction: Registration open to the following class level(s): Junior, Master Student, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31521D | 001 | Lecture | 5:00-8:20pm | Tuesday | 18 of 40 | Stephen Lu | RTH217 | PDF (432232 KB) | |
31721D | 034 | Lecture | 5:00-8:20pm | Tuesday | 14 of 20 | Stephen Lu | DEN@Viterbi | PDF (432232 KB) |
Essentials of human factors and computer interface for the design, development, implementation, and evaluation of integrated media systems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31616D | 001 | Lecture | 4:00-5:50pm | Tue, Thu | 7 of 35 | Yalda Khashe | DMC211 | PDF (684739 KB) |
Methodology to store, organize, cleanse, harmonize and stage enterprise data for analytics. Report, visualize, slice and dice, forecast and predict trends.
- Prerequisite: 1 from (ITP 249 or ITP 320 or DSCI 351)
- Crosslist: This course is offered by the ITP department but may qualify for major credit in ISE. To register, enroll in ITP 487.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31845R | 001 | Lecture-Lab | 12:00-1:50pm | Mon, Wed | 80 of 120 | Mike Lee | MRF340 | Word (263100 KB) |
Individual research and readings. Not available for graduate credit.
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31617D | 001 | Lecture | TBA | TBA | 4 of 10 | Sze-Chuan Suen | OFFICE |
Investigate client organization operations, evaluate alternative designs to meet client needs, complete preliminary design review.
- Prerequisite: ISE 225 and ISE 382
- Restriction: Registration open to the following major(s): Industrial and Systems Engineering
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31636D | 001 | Lecture | 9:00-11:50am | Friday | 39 of 50 | Paul Lu,Theodore Mayeshiba,Melissa Price | GFS118 | PDF (1185467 MB) |
Develop the detailed design including countermeasures for risks, complete critical design review, implement the project plan, close-out the project.
- Prerequisite: ISE 315 and ISE 370 and ISE 435 and ISE 495A
- Restriction: Registration open to the following major(s): Industrial and Systems Engineering
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31619D | 001 | Lecture | 9:00-11:50am | Friday | 15 of 30 | Paul Lu,Theodore Mayeshiba,Melissa Price | KAP145 | PDF (1179231 MB) |
Framing engineering management situations with statistical methods. Experiments, distributions, regression, ANOVA, hypothesis, introduction to Bayesian analysis.
- Restriction: Registration open to the following class level(s): Master Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31500D | 048 | Lecture | 2:00-3:50pm | Tue, Thu | 50 of 50 | Niloufar Izadinia | RTH105 | ||
31700D | 034 | Lecture | 2:00-3:50pm | Tue, Thu | 14 of 20 | Niloufar Izadinia | DEN@Viterbi |
Fundamental accounting principles, financial analysis and financial control, strategic management and a review of alternative project delivery methods.
- Crosslist: This course is offered by the CE department but may qualify for major credit in ISE. To register, enroll in CE 502.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29724R | 048 | Lecture | 6:00-9:20pm | Monday | 31 of 35 | Ed Reynolds | RTH115 | PDF (367517 KB) | |
29725D | 034 | Lecture | 6:00-9:20pm | Monday | 14 of 20 | Ed Reynolds | DEN@Viterbi | PDF (367517 KB) |
Strategies to improve hospital operations, including supply chains, staffing, informatics, data analytics and patient flow.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31508D | 048 | Lecture | 6:00-9:40pm | Wednesday | 27 of 30 | David Belson | RTH105 | PDF (391388 KB) | |
31708D | 034 | Lecture | 6:00-9:40pm | Wednesday | 3 of 10 | David Belson | DEN@Viterbi | PDF (391388 KB) |
Dependencies among long, intermediate and short-range planning and scheduling of production systems considering objectives, technological constraints and solution algorithms.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31514D | 048 | Lecture | 2:00-3:50pm | Tue, Thu | 24 of 40 | Shalini Gupta | RTH115 | PDF (326297 KB) | |
31714D | 034 | Lecture | 2:00-3:50pm | Tue, Thu | 5 of 20 | Shalini Gupta | DEN@Viterbi | PDF (326297 KB) |
Methods, processes and tools for managing projects to create engineered systems. Project management; engineering economics; risk management. Industry-drawn large-scale engineering case studies. Team project presentations.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31505D | 048 | Lecture | 4:00-7:50pm | Tuesday | 40 of 40 | Herag Haleblian | KAP163 | PDF (215214 KB) | |
31515D | 048 | Lecture | 4:00-7:50pm | Monday | 37 of 50 | Ali Nowroozi | OHE136 | ||
31517D | 048 | Lecture | 12:00-1:50pm | Wed, Fri | 25 of 40 | Paul Lu | WPH207 | Word (513259 KB) | |
31715D | 034 | Lecture | 4:00-7:50pm | Monday | 26 of 30 | Ali Nowroozi | DEN@Viterbi |
Planning data collection to investigate relationships between product/process design choices (materials, temperatures, etc.) and performance, empirical modeling to predict performance, identification of best design choices.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31525D | 048 | Lecture | 10:00-11:50am | Tue, Thu | 12 of 35 | Kurt Palmer | OHE120 | PDF (42687 KB) | |
31725D | 034 | Lecture | 10:00-11:50am | Tue, Thu | 6 of 15 | Kurt Palmer | DEN@Viterbi | PDF (42687 KB) |
Principles of quality management, quality philosophies and frameworks, role of leadership and strategic planning to improve quality, process management, measurements to improve quality and performance.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31537D | 048 | Lecture | 10:00-11:50am | Tue, Thu | 17 of 45 | Thomas Booth | OHE100C | ||
31737D | 034 | Lecture | 10:00-11:50am | Tue, Thu | 5 of 20 | Thomas Booth | DEN@Viterbi |
Supervised learning. Linear regression, cross validation, ridge and lasso regression, logistic regression, k-nearest-neighbors, decision trees, random forest and gradient-boosting models, support vector machines, neural networks.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31529D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 42 of 45 | Maryam Pishgar | OHE122 | ||
31546D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 71 of 75 | Cesar Acosta-Mejia | ZHS352 | PDF (305920 KB) | |
31726D | 048 | Lecture | 5:00-6:50pm | Mon, Wed | 46 of 90 | Cesar Acosta-Mejia | SLH100 | PDF (306053 KB) | |
31729D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 30 of 40 | Maryam Pishgar | DMC211 | ||
31731D | 034 | Lecture | 2:00-3:50pm | Mon, Wed | 8 of 20 | Maryam Pishgar | DEN@Viterbi |
Fundamentals of Linear Programming, Integer Programming, quadratic and nonlinear programming for analytics and data science problems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31528D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 29 of 60 | Giacomo Nannicini | GFS101 | PDF (86733 KB) | |
31531D | 048 | Lecture | 8:00-9:50am | Mon, Wed | 19 of 50 | George Papavassilopoulos | GFS101 | Word (31300 KB) | |
31547D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 28 of 64 | Andres Gomez Escobar | SOSB4 | ||
31742D | 048 | Lecture | 6:00-9:40pm | Tuesday | 11 of 70 | Shaoning Han | THH208 | PDF (132053 KB) |
Consulting project concepts, frameworks, analytical tools and managerial skills with a focus on the use of data analytics, design thinking and insight-driven frameworks.
- Prerequisite: ISE 529
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31734D | 048 | Lecture | 5:30-7:20pm | Mon, Wed | 47 of 50 | Maryam Pishgar | DMC150 | ||
31746D | 048 | Lecture | 4:00-7:50pm | Monday | 9 of 60 | Saeed Mohasseb | GFS101 |
Data preprocessing, data cleaning, data summarization, dimension reduction, data visualization, anomaly detection, classification and clustering. Modeling dependencies using association rules.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31543D | 048 | Lecture | 5:30-7:20pm | Tue, Thu | 55 of 120 | Bruce Wilcox | MHP101 | PDF (322263 KB) |
Linear programming models for resource allocation; simplex and revised simplex methods; duality; sensitivity; transportation problems; selected extensions to large scale, multiobjective and special structured models.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31536D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 13 of 25 | Monir Sabbaghtorkan | KAP165 | Word (282687 KB) |
Modern portfolio theory and optimal decision-making problems in finance. Market microstructure and high-frequency trading. Machine learning models for quantitative finance.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31598D | 048 | Lecture | 8:00-9:50am | Tue, Thu | 61 of 65 | Renyuan Xu | THH212 | PDF (224364 KB) |
Stochastic processes: conditional expectation, Poisson process, discrete time Markov chains, continuous time Markov chains with queueing applications, non-Markovian queues and reliability.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31538D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 15 of 40 | Sheldon Ross | OHE100B | ||
31738D | 034 | Lecture | 2:00-3:50pm | Mon, Wed | 4 of 10 | Sheldon Ross | DEN@Viterbi |
Methods and algorithms for automated text analysis; machine learning; predictive web data analytics; information retrieval; social media data; natural language documents and graphs.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31720D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 34 of 35 | Maryam Pishgar | DMC210 | ||
31799D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 54 of 60 | Mayank Kejriwal | KDC235 | PDF (345473 KB) |
Design and management of engineering teams. Group decision-making, motivation, leadership, infrastructure requirements, performance measurement, team diversity, conflict and integration.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31504D | 048 | Lecture | 6:00-9:40pm | Monday | 26 of 50 | Jonathon Seamon | RTH109 | ||
31544D | 048 | Lecture | 6:00-9:40pm | Wednesday | 40 of 40 | Alex Azmi | ZHS163 | PDF (692681 KB) | |
31704D | 034 | Lecture | 6:00-9:40pm | Monday | 12 of 20 | Jonathon Seamon | DEN@Viterbi |
Principles and practices of technology development and implementation, with application to products and systems in manufacturing and services.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31545D | 048 | Lecture | 5:00-8:20pm | Tuesday | 11 of 30 | Stephen Lu | OFFICE | ||
31745D | 034 | Lecture | 5:00-8:20pm | Tuesday | 1 of 10 | Stephen Lu | DEN@Viterbi |
Modern developments in data representation/analysis, nonconvex optimization, high-dimensional probability, sketching, clustering, low-rank models, inverse problems, applications in imaging, machine learning, computer vision and neuroscience.
- Prerequisite: EE 510 and EE 503
- Crosslist: This course is offered by the EE department but may qualify for major credit in ISE. To register, enroll in EE 546.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30401R | 048 | Lecture | 10:00-11:50am | Mon, Wed | 25 of 40 | Mahdi Soltanolkotabi | THH118 |
Stochastic system models, Dynamic programming, Linear quadratic control, Kalman filtering and estimation, System identification, approximate dynamic programming methods, adaptive control, reinforcement and online learning.
- Prerequisite: EE 503
- Crosslist: This course is offered by the EE department but may qualify for major credit in ISE. To register, enroll in EE 556.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31008R | 048 | Lecture | 2:00-3:50pm | Tue, Thu | 19 of 37 | Rahul Jain | DMC201 | ||
31081R | 048 | Discussion | 1:00-1:50pm | Wednesday | 19 of 37 | DMC203 |
Introduction to technologies and disciplines used to collect, integrate, clean and otherwise prepare data into a well-structured, controlled, documented and understood analytic-ready dataset.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31558D | 048 | Lecture | 3:30-5:20pm | Tue, Thu | 111 of 120 | Bruce Wilcox | MHP101 | PDF (325782 KB) |
Explores fundamental techniques such as recursion, Fourier transform ordering, dynamic programming for efficient algorithm construction. Examples include arithmetic, algebraic, graph, pattern matching, sorting, searching algorithms.
- Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 570.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30101D | 048 | Lecture | 5:00-7:20pm | Tuesday | 285 of 330 | Victor Adamchik | SGM123 | ||
29928R | 048 | Discussion | 7:30-8:20pm | Tuesday | 285 of 330 | SGM123 | |||
29923R | 048 | Quiz | 5:00-6:50pm | Friday | 285 of 330 | TBA | |||
30102D | 048 | Lecture | 5:00-7:20pm | Wednesday | 325 of 330 | Victor Adamchik | SGM123 | ||
30342R | 048 | Discussion | 7:30-8:20pm | Wednesday | 325 of 330 | SGM123 | |||
30379R | 048 | Quiz | 5:00-6:50pm | Friday | 325 of 330 | TBA | |||
30099D | 034 | Lecture | 5:00-7:20pm | Wednesday | 23 of 50 | Victor Adamchik | DEN@Viterbi | ||
30253R | 034 | Discussion | 7:30-8:20pm | Wednesday | 23 of 50 | DEN@Viterbi | |||
30152R | 034 | Quiz | 5:00-6:50pm | Friday | 23 of 50 | DEN@Viterbi | |||
30274D | 048 | Lecture | 5:00-7:20pm | Wednesday | 46 of 76 | Victor Adamchik | OHE136 | ||
30275R | 048 | Discussion | 7:30-8:20pm | Wednesday | 46 of 76 | OHE136 | |||
30276R | 048 | Quiz | 5:00-6:50pm | Friday | 46 of 76 | TBA |
Economic evaluations of engineering systems for both government and private industry; quantitative techniques for evaluating non-monetary consequences; formal treatment of risk and uncertainty.
- Prerequisite: ISE 500
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31561D | 048 | Lecture | 10:00-11:50am | Tue, Thu | 27 of 40 | Shalini Gupta | RTH109 | PDF (344861 KB) | |
31761D | 034 | Lecture | 10:00-11:50am | Tue, Thu | 10 of 15 | Shalini Gupta | DEN@Viterbi | PDF (344861 KB) |
Decisions under uncertainty; utility theory; multiattribute utility; probability elicitation; conjugate distributions; decision analysis applications, framing, modeling using spreadsheets or software; cognitive biases, behavioral decision theory.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31548D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 8 of 25 | Jeffrey Smith | GFS104 | PDF (72475 KB) | |
31562D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 29 of 50 | Jeffrey Smith | OHE122 | PDF (72475 KB) | |
31728D | 034 | Lecture | 12:00-1:50pm | Tue, Thu | 5 of 20 | Jeffrey Smith | DEN@Viterbi | PDF (72475 KB) |
Concepts underlying the economic analysis of engineering projects; applications to call and put options; utility theory and mathematical optimizations models; simulation.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31563D | 048 | Lecture | 6:00-9:40pm | Monday | 3 of 45 | Gordon Delianedis | OHE100C | PDF (361222 KB) | |
31763D | 034 | Lecture | 6:00-9:40pm | Monday | 1 of 20 | Gordon Delianedis | DEN@Viterbi | PDF (361222 KB) |
Analytical methods in an organizational context. Improving organizational performance. Tools for diagnosing, measuring, analyzing, improving and managing performance.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31564D | 048 | Lecture | 2:00-3:50pm | Wed, Fri | 17 of 35 | Shinyi Wu,Olivia Evanson | KAP145 |
Statistical methods for building intelligent and adaptive systems that improve performance from experiences; Focus on theoretical understanding of these methods and their computational implications. Recommended preparation: Undergraduate level training or coursework in linear algebra, multivariate calculus, basic probability and statistics; an undergraduate level course in Artificial Intelligence may be helpful but is not required.
- Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 567.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29995D | 048 | Lecture | 1:00-3:20pm | Friday | 243 of 330 | Dani Yogatama | SGM123 | ||
30151R | 048 | Discussion | 3:30-4:20pm | Friday | 243 of 330 | SGM123 | |||
29984R | 048 | Quiz | TBA | TBA | 243 of 330 | OFFICE | |||
30259D | 034 | Lecture | 1:00-3:20pm | Friday | 15 of 30 | Dani Yogatama | DEN@Viterbi | ||
30272R | 034 | Discussion | 3:30-4:20pm | Friday | 15 of 30 | DEN@Viterbi | |||
29985R | 034 | Quiz | TBA | TBA | 15 of 30 | DEN@Viterbi |
Psychological systems and physiological characteristics of humans; how they impact engineering design of technological systems and human-computer interactions.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31570D | 048 | Lecture | 4:00-7:50pm | Friday | 4 of 24 | Mansour Rahimi | KAP134 | Word (553527 KB) |
Introduction to modeling and analysis of stochastic systems, with an emphasis on discrete-event simulation of non-Markovian systems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31532D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 24 of 25 | Hamid Chabok | KAP167 | PDF (269501 KB) | |
31580D | 048 | Lecture | 3:00-6:50pm | Friday | 7 of 60 | Hamid Pourmohammadi | THH116 | PDF (402635 KB) | |
31732D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 21 of 36 | Hamid Chabok | VPDLL101 | PDF (269558 KB) |
The role enterprise resource planning systems (ERPs) play in organization; integrating and coordinating the many business processes such as demand planning, procurement, production and sales.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31583D | 048 | Lecture | 2:00-3:50pm | Tue, Thu | 22 of 50 | Richard Vawter | OHE100D | PDF (593392 KB) | |
31588D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 18 of 45 | Mike Lee | OHE100C | PDF (331097 KB) | |
31783D | 034 | Lecture | 2:00-3:50pm | Tue, Thu | 1 of 10 | Richard Vawter | DEN@Viterbi | PDF (593392 KB) | |
31788D | 034 | Lecture | 4:00-5:50pm | Mon, Wed | 39 of 70 | Mike Lee | DEN@Viterbi | PDF (331097 KB) |
Examine principles, strategies, practices and case studies where new technology and innovation are transforming the traditional business paradigms to identify best practices in real-world implementation.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31585D | 048 | Lecture | 2:00-3:50pm | Wed, Fri | 33 of 60 | Paul Lu | GFS101 | PDF (310453 KB) |
Concepts of risk analysis, risk in engineered systems, environmental risk, security risks; fault trees, event trees, risk simulations; risks and decision-making.
- Crosslist: This course is offered by the PPD department but may qualify for major credit in ISE. To register, enroll in PPD 587.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
51514R | 001 | Lecture | 6:00-9:20pm | Thursday | 18 of 32 | Ali Nowroozi | VPD105 |
Research leading to the master's degree; maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
31575D | 048 | 1.0-5.0 | Lecture | TBA | TBA | 1 of 5 | David Belson | OFFICE | ||
31590D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | John Carlsson | OFFICE | ||
31591D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 10 | Sze-Chuan Suen | OFFICE | ||
31594D | 001 | 1.0-12.0 | Lecture | TBA | TBA | 8 of 10 | Bruce Wilcox | TBA | ||
31596D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 2 of 5 | Cesar Acosta-Mejia | OFFICE | ||
31775D | 048 | 1.0-4.0 | Lecture | TBA | TBA | 14 of 30 | Stephen Lu | OFFICE |
Credit on acceptance of Thesis.
- Restriction: Registration open to the following class level(s): Master Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31592D | 048 | Lecture | TBA | TBA | 0 of 2 | OFFICE |
Course content will be selected each semester to reflect current trends and developments in the field of industrial and systems engineering.
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
Quantum Algorithms and Optimization | ||||||||||
31599D | 048 | 4.0 | Lecture | 2:00-3:50pm | Tue, Thu | 23 of 27 | Giacomo Nannicini | SOSB37 | Word (142487 KB) | |
Advanced Engineering Economy | ||||||||||
31719D | 048 | 3.0 | Lecture | 10:00-11:50am | Tue, Thu | 7 of 20 | Shalini Gupta | PDF (344861 KB) |
Methodologies of planning, conducting, analyzing and interpreting controlled physical or computational experiments for causal inference with broad data science and engineering applications.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31612D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 12 of 35 | Qiang Huang | KAP156 | PDF (381165 KB) |
Stochastic processes, conditional expectation, Poisson processes, renewal processes, regenerative processes, and discrete and continuous time Markov chains.
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31621D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 11 of 35 | Sheldon Ross | KAP163 |
Understanding optimization problems with constraints and extensions to the treatment of problems involving nonlinearity, uncertainty, discrete variables, logical constraints, multi-agent non-cooperative games and hierarchical problems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31770D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 7 of 35 | Jong-Shi Pang | DMC151 |
Current research, guest speakers in the field; review papers; guidance in preparing research proposals and special projects. Duplicates credit in the former ISE-650abc. Open only to Fifth Year Seniors and Master’s Students.
- Restriction: Registration open to the following class level(s): Senior (fifth year), Master Student, Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31694D | 048 | Lecture | 3:30-4:50pm | Tuesday | 77 of 98 | Yigal Arens | SOSB2 |
Fundamental techniques for design and analysis of algorithms. Dynamic programming; network flows; theory of NP-completeness; linear programming; approximation, randomized, and online algorithms; basic cryptography. Prerequisite: CSCI 570. Recommended preparation: familiarity with algorithms and discrete mathematics. Open only to doctoral students.
- Prerequisite: CSCI 570
- Restriction: Registration open to the following class level(s): Doctoral Student
- Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 670.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30236D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 41 of 42 | Shanghua Teng | WPH102 |
Research leading to the doctorate. Maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
31701D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 2 of 10 | Sze-Chuan Suen | OFFICE | ||
31702D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 4 of 10 | Maged Dessouky | OFFICE | ||
31703D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 2 of 10 | Qiang Huang | OFFICE | ||
31705D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Meisam Razaviyayn | OFFICE | ||
31706D | 048 | 1.0-7.0 | Lecture | TBA | TBA | 1 of 10 | John Carlsson | OFFICE | ||
31707D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 2 of 10 | Phebe Vayanos | OFFICE | ||
31709D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 10 | Mayank Kejriwal | OFFICE | ||
31710D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 2 of 10 | Victoria Stodden | OFFICE | ||
31711D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 2 of 5 | Renyuan Xu | OFFICE | ||
31712D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 10 | Jong-Shi Pang | OFFICE | ||
31713D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 5 | Petros Ioannou | OFFICE | ||
31716D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 5 | Suvrajeet Sen | OFFICE | ||
31717D | 048 | 1.0-5.0 | Lecture | TBA | TBA | 1 of 5 | Detlof Von Winterfeldt | OFFICE | ||
31718D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 5 | Andres Gomez Escobar | OFFICE |
Credit on acceptance of Dissertation.
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31791D | 048 | Lecture | TBA | TBA | 3 of 10 | OFFICE |