How Long to Read Regularized System Identification

How Long Does it Take to Read Regularized System Identification?

It takes the average reader 6 hours and 40 minutes to read Regularized System Identification by Gianluigi Pillonetto

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

Description

This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learning without losing sight of the system-theoretical principles of black-box identification. The authors’ reformulation of the identification problem in the light of regularization theory not only offers new insight on classical questions, but paves the way to new and powerful algorithms for a variety of linear and nonlinear problems. Regression methods such as regularization networks and support vector machines are the basis of techniques that extend the function-estimation problem to the estimation of dynamic models. Many examples, also from real-world applications, illustrate the comparative advantages of the new nonparametric approach with respect to classic parametric prediction error methods. The challenges it addresses lie at the intersection of several disciplines so Regularized System Identification will be of interest to a variety of researchers and practitioners in the areas of control systems, machine learning, statistics, and data science. This is an open access book.

How long is Regularized System Identification?

Regularized System Identification by Gianluigi Pillonetto is 394 pages long, and a total of 100,076 words.

This makes it 133% the length of the average book. It also has 122% more words than the average book.

How Long Does it Take to Read Regularized System Identification Aloud?

The average oral reading speed is 183 words per minute. This means it takes 9 hours and 6 minutes to read Regularized System Identification aloud.

What Reading Level is Regularized System Identification?

Regularized System Identification 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 Regularized System Identification?

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