9/10/2019 What Is Concave Programming
(Submitted on 10 Apr 2016) Abstract: In this paper we introduce disciplined convex-concave programming (DCCP),which combines the ideas of disciplined convex programming (DCP) withconvex-concave programming (CCP). Convex-concave programming is an organizedheuristic for solving nonconvex problems that involve objective and constraintfunctions that are a sum of a convex and a concave term. DCP is a structuredway to define convex optimization problems, based on a family of basic convexand concave functions and a few rules for combining them.
Concave programming. 1 Introduction. Concave programming is another special case of the general constrained op- timization problem max. ?(x) subject to g(x)≤ 0 in which the objective function ?is concave and the constraint functions ??.
Problems expressedusing DCP can be automatically converted to standard form and solved by ageneric solver; widely used implementations include YALMIP, CVX, CVXPY, andConvex.jl. In this paper we propose a framework that combines the two ideas,and includes two improvements over previously published work on convex-concaveprogramming, specifically the handling of domains of the functions, and theissue of nondifferentiability on the boundary of the domains. We describe aPython implementation called DCCP, which extends CVXPY, and give examples.
Scientific and technical writers face unique challenges that the everyday writer may not have to worry about. This type of writing often describes concepts that are very complex, difficult to convey in ordinary English, or both.Even in our day to day lives, we sometimes use words that might seem more at home in scientific literature or esoteric datasheets. For instance, are the lenses in your sunglasses convex or concave?
What about zoom lens on your camera? What do these words even mean? What is the Difference Between Concave and Convex?In this article, I’ll compare concave vs. I’ll use each in a sentence, and I’ll give you a helpful hint to aid you in choosing concave or convex for your writing.
When to Use ConcaveWhat does concave mean? Concave is an that describes a surface that curves inward, or is thinner in the middle than on the edges.In ordinary usage, concave and convex are typically used when referring to glass surfaces, like the lenses of optical viewing equipment. The side mirror of a car has a concave surface. The inside surface of most eyeglasses is concave. Binoculars contain concave lenses. In a paper published Wednesday in the Journal of Optics, Mr.
O’Neill lays out a theory that Rembrandt set up flat and concave mirrors to project his subjects — including himself — onto surfaces before painting or etching them. –Concave also has a usage in mathematics, where it refers to the negative of a specific type of function.
You should consult a math tutor for a more mathematically precise definition of the function itself. To describe such a function in words, however, you might write a sentence like this:. The line on the graph represents a concave function.The word is still an adjective, and from a grammatical perspective, its usage doesn’t change.
When to Use ConvexWhat does convex mean? Meanwhile, convex describes a surface that curves outward, or is thicker in the middle than on the edges.You can easily find examples of these surfaces in everyday life.
The outside surface of an eyeglass lens is convex. So is the lens of a camera. Other examples include magnifying glasses and the lenses of telescopes. The plant responds by sending water into its leaves, which rapidly change shape from convex (bent outwards) to concave (bent inwards). –Of course, there is also a convex function in the world of mathematics.
Like concave, its usage doesn’t change in this context. Once again, for an accurate explanation of concave and convex functions in mathematics, I encourage you to speak with a math tutor. Trick To Remember the DifferenceStill not sure you can remember convex vs.
There is actually an incredibly simple way to remember which type of surface is which.A concave surface curves inward, like the opening of a cave. A cave is a hole in the ground that goes inwards.
You might say it “caves in.”The word concave contains the word cave, and concave shapes and caves both go inward.Mnemonics don’t get much simpler than this one. SummaryIs it concave or convex? The words concave and convex describe the curvature of a surface. Concave surfaces curve inward. Convex surfaces curve outward.These words also find usages in mathematics, but a detailed description of mathematical concepts is outside the scope of this article. Concave and convex maintain their status as adjectives when used in this context.If you have trouble remembering whether a surface is convex or concave, there is an easy way to find out.
A concave surface curves inward, like the mouth of a cave. This memory trick should help you decide whether to use convex or concave in your writing.
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