collapse allexpand all
Industrial and Systems Engineering (ISE)
- https://ise.usc.edu
- D class assignments for undergraduates available in GER; 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
Engineering examples are used as a platform to introduce computer programming skills for problem solving; critical thinking skills.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31526D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 33 of 45 | Nathan Greenfield | SOSB46 | PDF (318753 KB) |
Techniques for handling uncertainties in engineering design: discrete and continuous random variables; expectations, probability distributions and transformations of random variables; limit theorems; approximations and applications. Prerequisite: MATH 126.
- Prerequisite: MATH 126
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31601D | 001 | Lecture | 9:30-10:50am | Tue, Thu | 25 of 40 | Yalda Khashe | VPD116 | PDF (626909 KB) |
Sampling distributions; parameter estimation, hypothesis testing; analysis of variance; regression; nonparametric statistics.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31602D | 001 | Lecture | 12:00-1:50pm | Mon, Wed | 26 of 40 | Victoria Stodden | THH210 |
Techniques for planning, budgeting, scheduling, obtaining resources, monitoring and control of projects in a corporate environment. Use of software to evaluate performance and assess risks. Prerequisite: ISE 225 and ISE 330.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31683D | 001 | Lecture-Lab | 9:30-10:50am | Tue, Thu | 28 of 40 | Neil Siegel | THH118 | PDF (231791 KB) |
Introduction to linear programming; transportation and assignment problems; dynamic programming; integer programming; nonliner programming.
- Prerequisite: MATH 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31605D | 001 | Lecture | 12:30-1:50pm | Tue, Thu | 27 of 38 | Phebe Vayanos | KAP158 | PDF (168424 KB) |
Design of Supply Chains. Product, distribution, transportation and site selection. Analysis and optimization of supply chain networks.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31646D | 001 | Lecture | 2:00-3:20pm | Tue, Thu | 30 of 40 | Geza Bottlik | LVL16 | Word (64111 KB) | |
31635R | 001 | Lab | 5:00-5:50pm | Monday | 10 of 36 | Geza Bottlik | SAL127 | ||
31734R | 001 | Lab | 4:00-4:50pm | Monday | 20 of 30 | Geza Bottlik | SAL127 |
Systems as complex collaborative ensembles of interconnected components. Theory and practice of requirements, design, implementation, testing, deployment, operation, and disposal. Case studies from real projects.
- Prerequisite: ISE 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31540D | 001 | Lecture | 12:30-1:50pm | Tue, Thu | 13 of 35 | Neil Siegel | KAP148 | PDF (255125 KB) |
Physiological systems and psychological characteristics; ergonomics; anthropometry; effects of the physical environment on humans; occupational safety and health; work methods.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31607D | 001 | Lecture | 3:30-4:50pm | Tue, Thu | 26 of 35 | Yalda Khashe | CPA256 | PDF (610849 KB) | |
31637R | 001 | Lab | 5:00-7:20pm | Wednesday | 26 of 35 | Yalda Khashe | SAL126 |
Design of facilities for operations and distribution. Product, process flow, material handling, and facility location techniques that lead to making good decisions for facilities layouts.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31647D | 001 | Lecture | 2:00-3:20pm | Mon, Wed | 23 of 35 | Shalini Gupta | CPA211 | PDF (391247 KB) | |
31572R | 001 | Lab | 4:00-4:50pm | Wednesday | 23 of 35 | Shalini Gupta | SAL109 |
Data models for industry applications. Modeling and designing robust databases. Implementing and querying databases with SQL. Innovations in database applications.
- Note: Register for lecture and one discussion
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31608D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 29 of 35 | Nitin Kale | CPA205 | ||
31639R | 001 | Discussion | 9:00-10:20am | Friday | 4 of 30 | Nitin Kale | THH110 | ||
31648R | 001 | Discussion | 10:30-11:50am | Friday | 25 of 30 | Nitin Kale | THH108 |
Production planning, forecasting, scheduling, and inventory; computer integrated decision systems in analysis and control of production systems. Prerequisite: ISE 330.
- Prerequisite: ISE 330
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31610D | 001 | Lecture | 12:00-1:50pm | Mon, Wed | 43 of 50 | Geza Bottlik | THH208 | Word (32328 KB) |
Quantitative aspects of statistical quality control (process control, acceptance sampling by attribute and by variable, rectifying inspection), quality assurance and the management of QC/QA functions.
- Prerequisite: ISE 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31622D | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 18 of 35 | Qiang Huang | CPA201 | PDF (306621 KB) |
Model design to simulate discrete event systems with basic input and output analysis using high order languages, applied to industrial systems analysis and design problems. Prerequisites: CSCI 101 and ISE 225.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31613D | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 32 of 36 | Kurt Palmer | CPA101 | PDF (42140 KB) | |
31633R | 001 | Lab | 5:00-5:50pm | Thursday | 32 of 36 | Kurt Palmer | SAL127 |
Impact of technology on work and organizational design; effects of automation; design of improvement programs; information infrastructures; teams; individual behavioral outcomes. Upper division standing.
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31573D | 001 | Lecture | 12:30-1:50pm | Tue, Thu | 30 of 30 | Yalda Khashe | CPA158 | PDF (686347 KB) |
Utilizing principles of economic analysis for choice of engineering alternatives and engineering systems. Pre-tax and after-tax economy studies.
- Note: Register for lecture and one discussion
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31615R | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 34 of 75 | Randolph Hall | OHE136 | PDF (152170 KB) | |
31645R | 001 | Discussion | 12:00-12:50pm | Friday | 34 of 51 | Randolph Hall | OHE100C | ||
31675D | 014 | Lecture | 11:00-12:20pm | Tue, Thu | 3 of 20 | Randolph Hall | DEN@Viterbi | PDF (152170 KB) | |
31685D | 014 | Discussion | 12:00-12:50pm | Friday | 3 of 20 | Randolph Hall | DEN@Viterbi |
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 | 3:30-4:50pm | Mon, Wed | 20 of 25 | Yalda Khashe | LVL13 | PDF (639996 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 |
---|---|---|---|---|---|---|---|---|---|
32055D | 001 | Lecture | 12:00-1:50pm | Mon, Wed | 49 of 53 | Mike Lee | CPA150 | PDF (425407 KB) | |
32056D | 001 | Lecture | 2:00-3:50pm | Mon, Wed | 52 of 53 | Mike Lee | CPA150 | PDF (425407 KB) | |
32057D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 45 of 53 | Mike Lee | CPA150 | PDF (425407 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 |
---|---|---|---|---|---|---|---|---|---|
31626D | 001 | Lecture | TBA | TBA | 1 of 10 | Kurt Palmer | OFFICE | ||
31627D | 001 | Lecture | TBA | TBA | 0 of 10 | OFFICE |
a: Preparation and development of the senior project proposal. Not available for graduate credit. Senior standing in industrial and systems engineering. Prerequisites: ISE 225 and ISE 460 and DSO 435 or ISE 382.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31636D | 001 | Lecture | 9:00-11:50am | Friday | 22 of 40 | Paul Lu,Theodore Mayeshiba | VHE217 |
Group work on an industrial engineering design problem in an organization. Not available for graduate credit. Senior standing in industrial and systems engineering. Prerequisites: ISE 315 and ISE 435 and ISE 370 or ISE 470. Open only to Industrial and Systems Engineering majors.
- Prerequisite: ISE 435 and 1 from (ISE 370 or ISE 470) and (ISE 315 and ISE 495a)
- Restriction: Registration open to the following major(s): Industrial and Systems Engineering, Industrial & Systems Engineering (Info. Systems Engr.)
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31619D | 001 | Lecture | 9:00-11:50am | Friday | 43 of 50 | Paul Lu,Theodore Mayeshiba | THH210 |
Framing engineering management situations with statistical methods. Experiments, distributions, regression, ANOVA, hypothesis.
- Restriction: Registration open to the following class level(s): Master Student, Senior (fifth year)
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31500D | 048 | Lecture | 5:00-6:20pm | Tue, Thu | 33 of 45 | Geza Bottlik | RTH115 | Word (37189 KB) | |
31700D | 034 | Lecture | 5:00-6:20pm | Tue, Thu | 9 of 15 | Geza Bottlik | DEN@Viterbi | Word (37189 KB) |
An introduction to a conceptual design framework with a logic foundation and a systematic process to carry out concept generation and improvement for innovative product developments.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31501D | 048 | Lecture | 6:30-9:00pm | Tuesday | 33 of 40 | Stephen Lu | RTH217 | PDF (302485 KB) | |
31798D | 034 | Lecture | 6:30-9:00pm | Tuesday | 21 of 30 | Stephen Lu | DEN@Viterbi | PDF (302485 KB) |
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 |
---|---|---|---|---|---|---|---|---|---|
29788R | 048 | Lecture | 3:30-6:50pm | Monday | 23 of 48 | Ed Reynolds | LVL16 | PDF (383027 KB) |
Modeling techniques used to inform decisions in public health, disease control, and hospital operations.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31541D | 048 | Lecture | 12:30-1:50pm | Mon, Wed | 16 of 30 | Sze-Chuan Suen | ZHS360 | PDF (259911 KB) |
Study of lean principles and practices as applied to various industries.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31522D | 048 | Lecture | 5:10-7:50pm | Friday | 1 of 30 | Theodore Mayeshiba | OHE120 | PDF (253292 KB) | |
31722D | 034 | Lecture | 5:10-7:50pm | Friday | 11 of 18 | Theodore Mayeshiba | DEN@Viterbi | PDF (253292 KB) |
Performance improvement projects within hospitals are undertaken by small teams collaborating with hospital staff. Study of tools to improve and optimize operations.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31509D | 048 | Lecture | 6:40-9:20pm | Wednesday | 20 of 25 | David Belson | OHE100C | PDF (260245 KB) | |
31726D | 034 | Lecture | 6:40-9:20pm | Wednesday | 2 of 15 | David Belson | DEN@Viterbi | PDF (260245 KB) |
Deterministic and stochastic demand systems with static/dynamic models. Practice in inventory management, computerized procedures, materials requirements planning, just-in-time production, Kanban systems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31513D | 048 | Lecture | 11:00-12:20pm | Tue, Thu | 39 of 46 | Geza Bottlik | OHE100B | Word (34299 KB) | |
31713D | 034 | Lecture | 11:00-12:20pm | Tue, Thu | 15 of 16 | Geza Bottlik | DEN@Viterbi | Word (34299 KB) |
Advanced concepts in production planning and scheduling including resource allocation, lot sizing, flow shop and job shop scheduling, workforce scheduling and assembly line balancing. Recommended preparation: prior knowledge of operations research and probability theory.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31510D | 048 | Lecture | 2:00-3:20pm | Tue, Thu | 24 of 45 | Shalini Gupta | OHE100C | PDF (341321 KB) | |
31706D | 034 | Lecture | 2:00-3:20pm | Tue, Thu | 2 of 11 | Shalini Gupta | DEN@Viterbi | PDF (341321 KB) |
Applying industrial and systems engineering skills to problems drawn from industry, while working in teams of 3-4 students. Teach project management skills and provide direct experience in managing and executing a group project.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31505D | 048 | Lecture | 4:00-6:40pm | Wednesday | 44 of 55 | Ali Nowroozi | OHE100D | PDF (367847 KB) | |
31515D | 048 | Lecture | 4:00-6:40pm | Tuesday | 23 of 35 | Herag Haleblian | WPH103 | PDF (218656 KB) | |
31705D | 034 | Lecture | 4:00-6:40pm | Wednesday | 19 of 25 | Ali Nowroozi | DEN@Viterbi | PDF (367847 KB) |
Planning data collection to investigate relationships between product/process design choices (materials, temperatures, etc.) and performance, empirical modeling to predict performance, identification of the best design choices. Recommended preparation: ISE 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31525D | 048 | Lecture | 2:00-3:20pm | Tue, Thu | 39 of 45 | Kurt Palmer | RTH115 | PDF (36630 KB) | |
31725D | 034 | Lecture | 2:00-3:20pm | Tue, Thu | 7 of 11 | Kurt Palmer | DEN@Viterbi | PDF (36630 KB) |
Principles of quality management, quality philosophies and frameworks, quality leadership and strategic planning, process management, and performance measurements.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31527D | 048 | Lecture | 11:00-12:20pm | Mon, Wed | 20 of 35 | Thomas Booth | OHE100D | Word (32636 KB) | |
31727D | 034 | Lecture | 11:00-12:20pm | Mon, Wed | 15 of 25 | Thomas Booth | DEN@Viterbi | Word (32636 KB) |
Analytics for supervised and unsupervised statistical learning. Generalized linear models, discriminant analysis, support vector machines. Nonparametric classification, trees, ensemble methods, k-nearest neighbors. Principal components, clustering.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31546D | 048 | Lecture | 3:30-4:50pm | Mon, Wed | 54 of 58 | Victoria Stodden | CPA100 |
The three pillars of analytics (predictive, prescriptive, and validation) together under one framework. Use of statistics, learning enabled optimization. Based on publicly available data sets.
- Prerequisite: ISE 529 and ISE 530
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31533D | 048 | Lecture | 9:30-10:50am | Tue, Thu | 31 of 50 | Suvrajeet Sen | CPA102 |
Consulting project concepts, frameworks, analytical tools, and managerial skills with a focus on the use of data analytics, design thinking and insight-driven frameworks.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31596D | 048 | Lecture | 4:00-6:50pm | Monday | 40 of 50 | Saeed Mohasseb | MHPB7B |
Data preprocessing, data cleaning, data summarization, data visualization, and predictive modeling for classification and regression; modeling dependencies using association rules.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31535D | 048 | Lecture | 4:00-6:50pm | Thursday | 79 of 85 | Bruce Wilcox | ZHS159 | ||
31542D | 048 | Lecture | 4:00-6:50pm | Tuesday | 70 of 80 | Bruce Wilcox | GFS116 | ||
31719D | 048 | Lecture | 2:00-4:50pm | Friday | 70 of 72 | Cesar Acosta-Mejia | THH210 | PDF (254854 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 | 3:00-5:50pm | Wednesday | 28 of 40 | Sima Parisay | OHE100B | PDF (327452 KB) | |
31736D | 034 | Lecture | 3:00-5:50pm | Wednesday | 6 of 10 | Sima Parisay | DEN@Viterbi | PDF (327452 KB) |
Overview of data management and analytical techniques used in corporate environments and their practical implementation using state-of-the-art Business Intelligence software.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31743D | 048 | Lecture | 12:30-1:50pm | Tue, Thu | 84 of 90 | Bruce Wilcox | SLH100 | PDF (305036 KB) |
Design and management of engineering teams. Group decision-making, motivation, leadership, infrastructural requirements, performance measurement, team diversity, conflict, and integration.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31504D | 048 | Lecture | 6:50-9:30pm | Wednesday | 38 of 45 | Ali Nowroozi | OHE100D | PDF (349688 KB) | |
31544D | 048 | Lecture | 6:40-9:20pm | Monday | 18 of 35 | Kazuo Takeda | KAP148 | PDF (471999 KB) | |
31704D | 034 | Lecture | 6:50-9:30pm | Wednesday | 22 of 25 | Ali Nowroozi | DEN@Viterbi | PDF (349688 KB) |
Function, design, and use of modern data management systems, including cloud; data management techniques; data modeling; network attached storage, clusters and data centers; relational databases; the map-reduce paradigm.
- Crosslist: This course is offered by the DSCI department but may qualify for major credit in ISE. To register, enroll in DSCI 559.
- Note: This course is only for students in the ISe analytics program. This course is not open to Data Science or CS students.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
32421R | 048 | Lecture | 3:30-4:50pm | Tue, Thu | 89 of 92 | Carl Kesselman | SLH100 | ||
32428R | 048 | Lecture | 10:00-12:50pm | Friday | 82 of 82 | Bruce Wilcox | GFS116 |
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 |
---|---|---|---|---|---|---|---|---|---|
30395D | 048 | Lecture | 5:00-7:20pm | Wednesday | 308 of 330 | Shahriar Shamsian | SGM123 | ||
30089R | 048 | Discussion | 7:30-8:20pm | Wednesday | 308 of 330 | SGM123 | |||
30227R | 048 | Quiz | 5:00-6:50pm | Friday | 308 of 330 | TBA | |||
30198D | 048 | Lecture | 5:00-7:20pm | Monday | 318 of 330 | Shahriar Shamsian | SGM123 | ||
30290R | 048 | Discussion | 7:30-8:20pm | Monday | 318 of 330 | SGM123 | |||
30291R | 048 | Quiz | 5:00-6:50pm | Friday | 318 of 330 | TBA | |||
30099D | 034 | Lecture | 5:00-7:20pm | Wednesday | 38 of 50 | Shahriar Shamsian | DEN@Viterbi | ||
29952R | 034 | Discussion | 7:30-8:20pm | Wednesday | 38 of 50 | DEN@Viterbi | |||
29953R | 034 | Quiz | 5:00-6:50pm | Friday | 38 of 50 | DEN@Viterbi |
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. Recommended preparation: An undergraduate course in engineering economy.
- Prerequisite: ISE 500
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31561D | 048 | Lecture | 11:00-12:20pm | Tue, Thu | 29 of 35 | Shalini Gupta | OHE100C | PDF (365879 KB) | |
31761D | 034 | Lecture | 11:00-12:20pm | Tue, Thu | 7 of 10 | Shalini Gupta | DEN@Viterbi | PDF (365879 KB) |
Decision making under risk conditions; utility theory; sufficient statistics; conjugate prior distributions; terminal and pre-posterior analysis; Bayesian statistics versus classical statistics.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31562D | 048 | Lecture | 6:40-9:20pm | Monday | 46 of 50 | Detlof Von Winterfeldt | OHE100B | Word (210775 KB) | |
31728D | 048 | Lecture | 1:00-3:50pm | Wednesday | 23 of 25 | Jeffrey Smith | KAP145 | PDF (103689 KB) | |
31762D | 034 | Lecture | 6:40-9:20pm | Monday | 31 of 35 | Detlof Von Winterfeldt | DEN@Viterbi | Word (210775 KB) |
Concepts underlying the economic analysis of engineering projects; applications to call and put options; utility theory and mathematical optimizations models; and simulation. Recommended preparation ISE 220 or an equivalent course in probability.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31563D | 048 | Lecture | 4:00-6:50pm | Friday | 52 of 68 | Gordon Delianedis | OHE132 | PDF (669656 KB) | |
31763D | 034 | Lecture | 4:00-6:50pm | Friday | 9 of 20 | Gordon Delianedis | DEN@Viterbi | PDF (669656 KB) |
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 |
---|---|---|---|---|---|---|---|---|---|
30079D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 71 of 85 | Yan Liu | OHE132 | ||
30081R | 048 | Discussion | TBA | TBA | 71 of 85 | OFFICE | |||
30265R | 048 | Quiz | TBA | TBA | 71 of 85 | OFFICE | |||
30213D | 034 | Lecture | 10:00-11:50am | Mon, Wed | 17 of 30 | Yan Liu | DEN@Viterbi | ||
30264R | 034 | Discussion | TBA | TBA | 17 of 30 | DEN@Viterbi | |||
30266R | 034 | Quiz | TBA | TBA | 17 of 30 | DEN@Viterbi | |||
30339D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 124 of 150 | Yan Liu | ONLINE | ||
30344R | 048 | Discussion | TBA | TBA | 124 of 150 | OFFICE | |||
30345R | 048 | Quiz | TBA | TBA | 124 of 150 | OFFICE |
Concepts and methods to analyze the environmental impacts of industrial systems, including life-cycle assessment, material flow analysis, design for environment and sustainable consumption.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31576D | 048 | Lecture | 2:00-4:40pm | Monday | 19 of 35 | Robert Vos | OHE100B | ||
31776D | 034 | Lecture | 2:00-4:40pm | Monday | 6 of 10 | Robert Vos | DEN@Viterbi |
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 | 4:00-6:50pm | Monday | 70 of 72 | Cesar Acosta-Mejia | THH208 | PDF (298396 KB) | |
31580D | 048 | Lecture | 6:40-9:20pm | Wednesday | 73 of 75 | Cesar Acosta-Mejia | OHE136 | PDF (296373 KB) | |
31780D | 034 | Lecture | 6:40-9:20pm | Wednesday | 25 of 30 | Cesar Acosta-Mejia | DEN@Viterbi | PDF (296373 KB) |
The role of enterprise resource planning systems (ERPs) in an organization and the task of implementing and managing the IS function.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31503D | 048 | Lecture | 9:30-10:50am | Tue, Thu | 54 of 56 | Richard Vawter | OHE100D | PDF (178816 KB) | |
31583D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 57 of 60 | Richard Vawter | KDC240 | PDF (179810 KB) | |
31588D | 048 | Lecture | 10:00-11:20am | Tue, Thu | 19 of 25 | Mike Lee | GER206 | PDF (371406 KB) | |
31703D | 034 | Lecture | 9:30-10:50am | Tue, Thu | 9 of 10 | Richard Vawter | DEN@Viterbi | PDF (178816 KB) |
Management skills and tools for technology intensive enterprises. Life cycle analysis of technology from planning through exploitation, obsolescence and renewal.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31585D | 048 | Lecture | 5:00-7:50pm | Monday | 23 of 36 | Eufracio Benavides | CPA252 | PDF (212405 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 |
---|---|---|---|---|---|---|---|---|---|
51264R | 001 | Lecture | 6:00-9:20pm | Tuesday | 16 of 32 | Ali Abbas | VPD116 | PDF (228881 KB) |
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 |
---|---|---|---|---|---|---|---|---|---|---|
31577D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 5 | Mayank Kejriwal | OFFICE | ||
31590D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 0 of 10 | OFFICE | |||
31591D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 0 of 10 | OFFICE | |||
31597D | 048 | 1.0-5.0 | Lecture | TBA | TBA | 0 of 10 | OFFICE | |||
31599D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 0 of 10 | TBA | |||
31716D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 0 of 5 | OFFICE | |||
31777D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 0 of 5 | OFFICE | |||
31778D | 048 | 1.0-5.0 | Lecture | TBA | TBA | 0 of 5 | OFFICE | |||
31595D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 0 of 10 | TBA |
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 |
---|---|---|---|---|---|---|---|---|---|---|
Advanced Topics on System Monitoring and Causal Inference with Complex Engineering Data | ||||||||||
31543D | 048 | 3.0 | Lecture | 2:00-3:20pm | Tue, Thu | 8 of 50 | Qiang Huang | SOSB4 | PDF (494587 KB) | |
Analytics for Social Impact | ||||||||||
31718D | 048 | 3.0 | Lecture | 5:00-6:20pm | Tue, Thu | 18 of 30 | Phebe Vayanos | GFS223 | Word (304923 KB) |
An introductory PhD course on stochastic processes, covering such topics as conditional expectation, renewal 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 | 11:00-12:20pm | Tue, Thu | 15 of 35 | Sheldon Ross | CPA203 | PDF (37180 KB) |
Convex sets, convex functions, structures of optimization problems, Lagrangian and conjugate duality. First and second order optimality conditions; applications in engineering and management. Recommended preparation: Calculus III and Linear Algebra.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31631D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 11 of 30 | Jong-Shi Pang | KAP147 |
Stochastic linear and integer programming, multi-stage stochastic programming, application, models and algorithms. Recommended preparation: A first graduate course in optimization and the ability to program in a high level language are essential.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31632D | 048 | Lecture | 2:00-3:20pm | Tue, Thu | 17 of 25 | Suvrajeet Sen | GFS105 |
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 | 10 of 30 | Qiang Huang | GER206 |
Rational decision making; value and utility functions; distribution theory and copulas; value of information and control; multi-attribute utility; decision and game theory; behavioral research.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31741D | 048 | Lecture | 3:30-5:50pm | Monday | 12 of 30 | Ali Abbas | THH110 | PDF (371622 KB) |
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 |
---|---|---|---|---|---|---|---|---|---|
30313D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 35 of 50 | Ming-Deh Huang | CPA150 |
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 |
---|---|---|---|---|---|---|---|---|---|---|
31594D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Mayank Kejriwal | OFFICE | ||
31701D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Renyuan Xu | OFFICE | ||
31702D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Ali Abbas | OFFICE | ||
31708D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Victoria Stodden | OFFICE | ||
31709D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 2 of 10 | Jong-Shi Pang | OFFICE | ||
31710D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Meisam Razaviyayn,Renyuan Xu | OFFICE | ||
31711D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Maged Dessouky | OFFICE | ||
31712D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Andres Gomez Escobar | OFFICE | ||
31779D | 048 | 1.0-5.0 | Lecture | TBA | TBA | 1 of 5 | Sheldon Ross | OFFICE | ||
31790D | 048 | 1.0-12.0 | Lecture | TBA | TBA | 1 of 10 | Julie Higle | OFFICE | ||
31796D | 048 | 1.0-6.0 | Lecture | TBA | TBA | 1 of 10 | Suvrajeet Sen | OFFICE | ||
31797D | 048 | 1.0-5.0 | Lecture | TBA | TBA | 1 of 1 | Meisam Razaviyayn | 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 | 5 of 10 | OFFICE |