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Title: Convex Optimization II
Url: http://academicearth.org/courses/convex-optimization-ii/
Creator: Boyd, Stephen
Publisher: Academic Earth
Stanford University
Description: Concentrates on recognizing and solving convex optimization problems that arise in engineering.


Topics include: Convex sets, functions, and optimization problems. Basics of convex analysis. Least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems. Optimality conditions, duality theory, theorems of alternative, and applications. Interiorpoint methods. Applications to signal processing, control, digital and analog circuit design, computational geometry, statistics, and mechanical engineering.


Prerequisites: Good knowledge of linear algebra. Exposure to numerical computing, optimization, and application fields helpful but not required; the engineering applications will be kept basic and simple.
LC Classification: Science -- Mathematics -- Algebra -- Linear and multilinear algebra. Matrices -- Vector spaces
Science -- Mathematics -- Study and teaching. Research
Science -- Mathematics -- Study and teaching. Research -- Special teaching methods and aids -- Audiovisual aids
Technology -- Technology (General) -- Industrial engineering -- Applied mathematics. Quantitative methods -- Operations research. Systems analysis -- Programming -- Nonlinear programming -- Convex programming
GEM Subject: Mathematics -- Instructional issues
Mathematics -- Informal education
Mathematics -- Applied mathematics
Key Concept: Computer science -- Functional programming
Key Concepts Complete: Yes
Resource Type: Collection (DCMI Type Vocabulary)
Instructional Materials
InteractiveResource (DCMI Type Vocabulary)
Mathematics Materials
MovingImage (DCMI Type Vocabulary)
Overviews
Reference
Science Materials
Study Guides
Teaching Guides
Format: html
mov
Audience: College/University Instructors
Continuous Formation
Higher Education
Professional Formation
Secondary Education
Students
Teacher Educators
Teachers
Teaching Professionals
Technical School First Cycle
Technical School Second Cycle
University First Cycle
University Postgrad
University Second Cycle
Vocational Training
Language: English
Rights: Academic Earth
Access Rights: Free access
Date Of Record Release: 2010-12-13 03:00:02 (W3C-DTF)
Date Last Modified: 2014-01-06 14:04:15 (W3C-DTF)
Source: Scout Staff  Scout Staff
Full Record Views: 60
Resource URL Clicks: 6
Cumulative Rating: NOT YET RATED
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