Boyd Stephen

Stephen Boyd

Information about the author Stephen Boyd will soon be added to the site.
Found 7 papers in total
Bounding duality gap for separable problems with linear constraints
2016
We consider the problem of minimizing a sum of non‐convex functions over a...
Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding
2016
We introduce a first‐order method for solving very large convex cone programs....
A distributed algorithm for fitting generalized additive models
2013
Generalized additive models are an effective regression tool, popular in the...
CVXGEN: a code generator for embedded convex optimization
2012
CVXGEN is a software tool that takes a high level description of a convex optimization...
A tutorial on geometric programming
2007
A geometric program (GP) is a type of mathematical optimization problem characterized...
Portfolio optimization with linear and fixed transaction costs
2007
We consider the problem of portfolio selection, with transaction costs and constraints...
A primal-dual potential reduction method for problems involving matrix inequalities
1995
The authors describe a potential reduction method for convex optimization problems...
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