How Long to Read Evaluation Complexity of Algorithms for Nonconvex Optimization

How Long Does it Take to Read Evaluation Complexity of Algorithms for Nonconvex Optimization?

It takes the average reader 9 hours and 28 minutes to read Evaluation Complexity of Algorithms for Nonconvex Optimization by Coralia Cartis

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

Description

A popular way to assess the “effort” needed to solve a problem is to count how many evaluations of the problem functions (and their derivatives) are required. In many cases, this is often the dominating computational cost. Given an optimization problem satisfying reasonable assumptions—and given access to problem-function values and derivatives of various degrees—how many evaluations might be required to approximately solve the problem? Evaluation Complexity of Algorithms for Nonconvex Optimization: Theory, Computation, and Perspectives addresses this question for nonconvex optimization problems, those that may have local minimizers and appear most often in practice. This is the first book on complexity to cover topics such as composite and constrained optimization, derivative-free optimization, subproblem solution, and optimal (lower and sharpness) bounds for nonconvex problems. It is also the first to address the disadvantages of traditional optimality measures and propose useful surrogates leading to algorithms that compute approximate high-order critical points, and to compare traditional and new methods, highlighting the advantages of the latter from a complexity point of view. This is the go-to book for those interested in solving nonconvex optimization problems. It is suitable for advanced undergraduate and graduate students in courses on advanced numerical analysis, data science, numerical optimization, and approximation theory.

How long is Evaluation Complexity of Algorithms for Nonconvex Optimization?

Evaluation Complexity of Algorithms for Nonconvex Optimization by Coralia Cartis is 549 pages long, and a total of 142,191 words.

This makes it 185% the length of the average book. It also has 174% more words than the average book.

How Long Does it Take to Read Evaluation Complexity of Algorithms for Nonconvex Optimization Aloud?

The average oral reading speed is 183 words per minute. This means it takes 12 hours and 57 minutes to read Evaluation Complexity of Algorithms for Nonconvex Optimization aloud.

What Reading Level is Evaluation Complexity of Algorithms for Nonconvex Optimization?

Evaluation Complexity of Algorithms for Nonconvex Optimization 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 Evaluation Complexity of Algorithms for Nonconvex Optimization?

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