Object Oriented Convex Optimization with CVXPY

Add to your list(s) Download to your calendar using vCal

• Stephen Boyd and Steven Diamond, Stanford University
• Thursday 25 January 2018, 14:00-15:00
• Cambridge University Engineering Department, Lecture Room number LR4.

If you have a question about this talk, please contact Alberto Padoan.

CVXPY is a widely used modeling framework in Python for convex optimization. CVXPY translates a problem description, expressed in a structured but flexible domain-specific language, into the standard form expected by a generic solver. In this talk we describe the language, and discuss some features of CVXPY including automatic detection of separable problems, code generation, and warm start capabilities. We give examples that illustrate its expressiveness, and show how it can be used as a building block for larger systems that include optimization as a subroutine.

This talk is part of the CUED Control Group Seminars series.

This talk is included in these lists:

• All Talks (aka the CURE list)
• CUED Control Group Seminars
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge University Engineering Department Talks
• Cambridge University Engineering Department, Lecture Room number LR4
• Cambridge talks
• Centre for Smart Infrastructure & Construction
• Chris Davis' list
• Computational Continuum Mechanics Group Seminars
• Featured lists
• Information Engineering Division seminar list
• Interested Talks
• School of Technology
• Signal Processing and Communications Lab Seminars
• Trust & Technology Initiative - interesting events
• bld31
• ndk22's list
• ob366-ai4er
• rp587

Note that ex-directory lists are not shown.