Convex optimization question paper

Jun 8, 2018Solution: The objective function of the penalty problem is convex as a sum of two convex functions, as well as continuous and coercive, so the 
Nov 6, 2012Instructions: This exam is 1hr 20mins long. Except for a single two-sided sheet of notes, no other material or discussion is.

What is the simplest convex optimization problem?

Perhaps the simplest convex optimization problem to write down (although not necessarily the easiest to solve) is a linear program (LP)

An LP minimizes a linear objective function subject to multiple linear constraints: minimize x cTx subject to aT m xb m; m= 1;:::;M: The general form above can include linear equality constraints aT i x= b


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