How Long to Read Sparse Polynomial Optimization: Theory And Practice

How Long Does it Take to Read Sparse Polynomial Optimization: Theory And Practice?

It takes the average reader 3 hours and 45 minutes to read Sparse Polynomial Optimization: Theory And Practice by Victor Magron

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

Description

Many applications, including computer vision, computer arithmetic, deep learning, entanglement in quantum information, graph theory and energy networks, can be successfully tackled within the framework of polynomial optimization, an emerging field with growing research efforts in the last two decades. One key advantage of these techniques is their ability to model a wide range of problems using optimization formulations. Polynomial optimization heavily relies on the moment-sums of squares (moment-SOS) approach proposed by Lasserre, which provides certificates for positive polynomials. On the practical side, however, there is 'no free lunch' and such optimization methods usually encompass severe scalability issues. Fortunately, for many applications, including the ones formerly mentioned, we can look at the problem in the eyes and exploit the inherent data structure arising from the cost and constraints describing the problem.This book presents several research efforts to resolve this scientific challenge with important computational implications. It provides the development of alternative optimization schemes that scale well in terms of computational complexity, at least in some identified class of problems. It also features a unified modeling framework to handle a wide range of applications involving both commutative and noncommutative variables, and to solve concretely large-scale instances. Readers will find a practical section dedicated to the use of available open-source software libraries.This interdisciplinary monograph is essential reading for students, researchers and professionals interested in solving optimization problems with polynomial input data.

How long is Sparse Polynomial Optimization: Theory And Practice?

Sparse Polynomial Optimization: Theory And Practice by Victor Magron is 223 pages long, and a total of 56,419 words.

This makes it 75% the length of the average book. It also has 69% more words than the average book.

How Long Does it Take to Read Sparse Polynomial Optimization: Theory And Practice Aloud?

The average oral reading speed is 183 words per minute. This means it takes 5 hours and 8 minutes to read Sparse Polynomial Optimization: Theory And Practice aloud.

What Reading Level is Sparse Polynomial Optimization: Theory And Practice?

Sparse Polynomial Optimization: Theory And Practice is suitable for students ages 12 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 Sparse Polynomial Optimization: Theory And Practice?

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