How Long to Read Atomic Decomposition Via Polar Alignment

How Long Does it Take to Read Atomic Decomposition Via Polar Alignment?

It takes the average reader 1 hour and 42 minutes to read Atomic Decomposition Via Polar Alignment by Zhenan Fan

Assuming a reading speed of 250 words per minute. Learn more

Description

The use of convex optimization in the fields of data science and engineering is becoming ubiquitous. But is has been recognized in the research community for more than a decade that significant efficiencies can be gained by acknowledging the latent structure in the solution itself, coupled with the overarching structure provided by convexity. Structured optimization proceeds along these lines by using a prescribed set of points, called atoms, from which to assemble an optimal solution. In effect, the atoms selected to participate in forming a solution decompose the model into simpler parts, which offers opportunities for algorithmic efficiency in solving the optimization problem. An atomic decomposition provides a description of the most informative features of a solution or a kind of generalized principal component analysis. In this monograph, the authors describe the rich convex geometry that underlies atomic decomposition and demonstrate its use in practical examples. They expose the basic elements of this theory and its many connections to sparse and structured optimization. The authors have adopted a self-contained treatment and make a few modest assumptions that greatly simplify the derivations to make it accessible researchers who are not specialists in convex analysis. Atomic Decomposition via Polar Alignment provides an introduction for all researchers and practitioners to a powerful optimization technique with many future applications throughout engineering and computer science.

How long is Atomic Decomposition Via Polar Alignment?

Atomic Decomposition Via Polar Alignment by Zhenan Fan is 102 pages long, and a total of 25,704 words.

This makes it 34% the length of the average book. It also has 31% more words than the average book.

How Long Does it Take to Read Atomic Decomposition Via Polar Alignment Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 20 minutes to read Atomic Decomposition Via Polar Alignment aloud.

What Reading Level is Atomic Decomposition Via Polar Alignment?

Atomic Decomposition Via Polar Alignment is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Atomic Decomposition Via Polar Alignment?

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