How Long to Read Iterative Optimization in Inverse Problems

How Long Does it Take to Read Iterative Optimization in Inverse Problems?

It takes the average reader 5 hours and 4 minutes to read Iterative Optimization in Inverse Problems by Charles L. Byrne

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

Description

Iterative Optimization in Inverse Problems brings together a number of important iterative algorithms for medical imaging, optimization, and statistical estimation. It incorporates recent work that has not appeared in other books and draws on the author’s considerable research in the field, including his recently developed class of SUMMA algorithms. Related to sequential unconstrained minimization methods, the SUMMA class includes a wide range of iterative algorithms well known to researchers in various areas, such as statistics and image processing. Organizing the topics from general to more specific, the book first gives an overview of sequential optimization, the subclasses of auxiliary-function methods, and the SUMMA algorithms. The next three chapters present particular examples in more detail, including barrier- and penalty-function methods, proximal minimization, and forward-backward splitting. The author also focuses on fixed-point algorithms for operators on Euclidean space and then extends the discussion to include distance measures other than the usual Euclidean distance. In the final chapters, specific problems illustrate the use of iterative methods previously discussed. Most chapters contain exercises that introduce new ideas and make the book suitable for self-study. Unifying a variety of seemingly disparate algorithms, the book shows how to derive new properties of algorithms by comparing known properties of other algorithms. This unifying approach also helps researchers—from statisticians working on parameter estimation to image scientists processing scanning data to mathematicians involved in theoretical and applied optimization—discover useful related algorithms in areas outside of their expertise.

How long is Iterative Optimization in Inverse Problems?

Iterative Optimization in Inverse Problems by Charles L. Byrne is 302 pages long, and a total of 76,104 words.

This makes it 102% the length of the average book. It also has 93% more words than the average book.

How Long Does it Take to Read Iterative Optimization in Inverse Problems Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 55 minutes to read Iterative Optimization in Inverse Problems aloud.

What Reading Level is Iterative Optimization in Inverse Problems?

Iterative Optimization in Inverse Problems 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 Iterative Optimization in Inverse Problems?

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