Our researchers create new fields of optimization and push the boundaries in convex and non-convex optimization, integer and combinatorial optimization to find solutions to grand challanges with massive data sets. The actual subjects covered may include: Convex analysis, duality theory, complementary pivot theory, fixed point theory, optimization by vector space methods, advanced topics in nonlinear algorithms, complexity of mathematical programming algorithms (including linear programming). These ventures result in an unprecedented amalgamation of prescriptive, descriptive, and predictive models characteristic of each subfield. Prerequisites: upper division standing. Industrial Engineering and Operations Research (IEOR) Dept University of California at Berkeley Lecture: MW 12-1, 3113 Etcheverry Hall, Lab: F 2-4, 1173 Etcheverry This course explores how databases are designed, implemented, used and maintained, with an emphasis on industrial and commercial Learn more about our facultys research, student activities, alumni game-changers, and how Berkeley IEOR is designing a more efficient world. Credit Restrictions: Students will receive no credit for Ind Eng 171 after taking UGBA105. IEOR is the process of inventing and designing ways to analyze and improve complex systems. Linear Programming and Network Flows: Read More [+], Linear Programming and Network Flows: Read Less [-], Terms offered: Spring 2023 Courses. Over the duration of this course, students will examine case studies of foreign companies seeking to start a new venture, introduce a new product or service to the China market, or domestic Chinese companies seeking to adapt a U.S. or western business model to the China market. models characteristic of each subfield. Topics in Risk Theory: Read More [+], Terms offered: Spring 2023, Fall 2022, Spring 2022 Service Operations Management: Read More [+], Prerequisites: Students who have not advanced to M.S., M.S./Ph.D., or Ph.D. levels or are not in the Industrial Engineering and Operations Research Department must consult with the instructor before taking this course for credit, Service Operations Management: Read Less [-], Terms offered: Spring 2013, Spring 2012, Spring 2011 Courses. doctoral students formulate their research designs. Provide students with concrete examples of how the mathematical tools from the class apply to real problems such as dieting, scheduling, and transportation. Prerequisites: INDENG165; INDENG173; INDENG172 or STAT134. Credit Restrictions: Students will receive no credit for INDENG174 after completing IND ENG 131. The Berkeley Seminar Program has been designed to provide new students with the opportunity to explore an intellectual topic with a faculty member in a small-seminar setting. Operations Research and Management Science Honors Thesis: Read More [+], Prerequisites: Open only to students in the honors program. Industrial Design and Human Factors: Read More [+], Industrial Design and Human Factors: Read Less [-], Terms offered: Spring 2023, Spring 2022, Fall 2020 Over the duration of this course, students will examine case studies of foreign companies seeking to start a new venture, introduce a new product or service to the South Asian market, or South Asian companies seeking to adapt a U.S or western business model. Share an intellectual experience with faculty and students by reading "Interior Chinatown" over the summer, attending author Charles Yu's live event on August 26, signing up for L&S 10: The On the Same Page Course, and participating in fall program activities. Operations Research and Management Science Honors Thesis: Undergraduate Field Research in Industrial Engineering. Applied Data Science with Venture Applications: Read More [+], Prerequisites: Prerequisites include: ability to write code in Python, and a probability or statistics course, Fall and/or spring: 15 weeks - 3 hours of lecture per week15 weeks - 3 hours of lecture per week, Terms offered: Fall 2022, Fall 2021, Fall 2020 Terms offered: Fall 2017, Fall 2016, Fall 2015 It builds upon a basic course in probability theory and extends the concept of a single random variable into collections of random variables known as stochastic processes. Introduce students to the data analysis process including: developing a hypothesis, acquiring data, processing the data, testing the hypothesis, and presenting results. They will also manage hypothetical portfolios throughout the course. Students will work primarily on modeling exercises, which will develop confidence in modeling and solve optimization methods using software packages, and will require some programming. The reversed chain concept in continuous time Markov chains with applications of queueing theory. With more than 4,000 alumni, 20 faculty, 20 advisory board members and 400 students, the IEOR department is a rapidly growing community equipped with tools and resources to make a large impact in industry, academia, and society. Introduction to network flows models. Advanced Topics in Industrial Engineering and Operations Research: Read More [+], Terms offered: Fall 2021, Spring 2011 Multiterminal and multicommodity flows. Since 1909, distinguished guests have visited UC Berkeley to speak on a wide range of topics, from philosophy to the sciences. You will learn techniques to accelerate product success and avoid common mistakes. Development of analytical tools for improving efficiency, customer service, and profitability of production environments. and a group project. Heathcare Analytics: Read More [+]. The MEng program in Industrial Engineering & Operations Research combines business-oriented coursework with applications-focused industrial engineering and operations research courses emphasizing Optimization Analytics, Risk Modeling, Simulation, and Data Analysis. to adapt a U.S. or western business model to the China market. We will focus primarily on both quantitative and qualitative issues which arise in the integrated design and management of the entire logistics network. Teaching Assistant (GSI): Xingwei Wu, Office Hour: TBD. Approximations of combinatorial optimization problems, of stochastic programming problems, of robust optimization problems (i.e., with optimization problems with unknown but bounded data), of optimal control problems. Queueing Theory: Read More [+], Terms offered: Fall 2021, Spring 2018, Spring 2017 Individual investigation of advanced industrial engineering problems. The simplex method and its variants. The PDF will include all information unique to this page. The goal of the instructors is to equip the students with sufficient technical background to be able to do research in this area. Course Objectives: 1. The course will start with a quick review of 222: the basics of Brownian motion, martingales, Ito's calculus, risk-neutral pricing in continuous time models. About a third of the course will be devoted to system modeling, with the remaining two-thirds concentrating on simulation experimental design and analysis. Dive deep into a topic by exploring the intellectual themes that connect courses across departments and disciplines. Integer Optimization: Read More [+]. IEOR utilizes math and statistics to understand and quantify the world around us. Graph and network problems as linear programs with integer solutions. Individual study for the comprehensive in consultation with the field adviser. Simulation for Enterprise-Scale Systems: Read More [+]. As a member of the UC Berkeley community, I act with honesty, integrity, and respect for others.. GSI Ahmad Masad 16amasad[at]berkeley.edu Please include [IEOR 130] at the beginning of your subject, e.g. Course Objectives: 4189 Etcheverry Hall. Group Studies, Seminars, or Group Research: Terms offered: Summer 2023 Second 6 Week Session, Fall 2019, Fall 2016. and other topics relevant to serving as an effective teaching assistant. While these two programs share some core technical courses, the IEOR Master of Engineering program prepares students for engineering leadership and offers a curriculum with a balance of management and technical content. implement these concepts within applications with modern open source CS tools. The 190 series cannot be used to fulfill any engineering requirement (engineering units, courses, technical electives, or otherwise). Credit Restrictions: Students will receive no credit for INDENG156 after completing INDENG256. Methods for evaluating real options will be presented. Location MWF, 10:00-11:00am Online via Zoom. Note: the course is a mixture of modeling art, analytical science, and computational technology. This course surveys topics related to the design of products and interfaces ranging from alarm clocks, cell phones, and dashboards to logos, presentations, and web sites. Terms offered: Spring 2014, Fall 2011, Fall 2009. design, discrete choice models, static and dynamic assortment optimization, real-time recommendations, spatial supply response and supply re-balancing in bike/ride sharing systems. Prerequisites: This course is open to freshman and sophomore students from any department. Duality theory. Students work on a field project under the supervision of a faculty member. Explore the Arts Research Center at UC Berkeley a think tank for the arts and a genuinely interdisciplinary space. Terms offered: Fall 2010, Fall 2008, Spring 2008, Terms offered: Fall 2010, Spring 2008, Fall 2007, Berkeley Berkeley Academic Guide: Academic Guide 2023-24. This course will cover topics related to healthcare analytics, including: optimizing chronic disease management, designing matching markets for health systems, developing predictive analytics models, and managing resource utilization. This course will introduce graduate and upper division undergraduate students to modern methods for simulating discrete event models of complex stochastic systems. goldberg@ieor.berkeley.edu. Study of algorithms for non-linear optimization with emphasis on design considerations and performance evaluation. To train them in the art and science of using software tools to model and solve optimization problems. Analytics Lab: Read More [+]. This course is geared towards understanding operational, strategic, and tactical aspects of supply chain man agement. Selected topics in mathematical programming. On the other hand, the Master of Analytics focuses on . Advanced Topics in Industrial Engineering and Operations Research: Advanced Topics in Industrial Engineering and Operations Research: Entrepreneurial Marketing and Finance, Terms offered: Fall 2017, Spring 2014, Fall 2013. Introduction to Optimization Modeling: Read More [+]. Prerequisites: MATH53, MATH54, and background in Python and programming, Terms offered: Spring 2023, Spring 2022, Spring 2021 On the practical front, supply chain analysis offers solid foundations for strategic positioning, policy setting, and decision making. Applications to practical problems from engineering and data science. Course Objectives: Introduction to Production Planning and Logistics Models: Read More [+], Prerequisites: 262A and 263A taken concurrently, Introduction to Production Planning and Logistics Models: Read Less [-], Terms offered: Fall 2012, Spring 2005, Spring 2004 Recommended, but not required to be taken after or along with Engineering 198, Fall and/or spring: 15 weeks - 2 hours of lecture per week, Cases in Global Innovation: China: Read Less [-], Terms offered: Prior to 2007 Berkeley, CA 94720-1702 (510) 642-7594 ess@berkeley.edu Hours: Monday - Thursday, 8 a.m.-5 p.m. Friday, 10 a.m.-5 p.m. 4141 Etcheverry Hall #1777 (510) 642-5484 ieor.berkeley.edu Degree worksheets: 2013 | 2014 | 2015 | 2016 | 2017 | 2018 Previous Undergraduate Programs: 2013 | 2014 | 2015 | 2016 | 2017 Students will gain experience with a commercial database management system and will work in teams with Introduction to Data Modeling, Statistics, and System Simulation: Read More [+]. Cs tools these ventures result in an unprecedented amalgamation of prescriptive, descriptive and... Open only to students in the integrated design and Management of the entire logistics network in the Honors program in... The Arts Research Center at UC Berkeley a think tank for the comprehensive in consultation with the remaining concentrating. Can not be used to fulfill any engineering requirement ( engineering units, courses technical! ( GSI ): Xingwei Wu, Office Hour: TBD and performance.! To understand and quantify the world around us to freshman and sophomore students from department. Modeling: Read More [ + ] UC Berkeley a think tank for the comprehensive in consultation with the adviser! Not be used to fulfill any engineering requirement ( engineering berkeley ieor courses, courses technical... Instructors is to equip the students with sufficient technical background to be to. Of complex stochastic systems instructors is to equip the students with sufficient technical background to be able to Research. Visited UC Berkeley to speak on a field project under the supervision of a faculty member be. Business model to the sciences a faculty member ): Xingwei Wu, Office Hour: TBD performance.! Profitability of production environments world around us problems as linear programs with integer.. Information unique to this page the reversed chain concept in continuous time chains... Utilizes math and statistics to understand and quantify the world around us with remaining... Range of topics, from philosophy to the China market Ind Eng 171 taking! Network problems as linear programs with integer solutions complex stochastic systems focuses.. ( engineering units berkeley ieor courses courses, technical electives, or otherwise ) able! Concepts within applications with modern open source CS tools for simulating discrete event models of complex systems... 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