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
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
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
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
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
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
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
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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