How Long to Read Hybrid Offline/Online Methods for Optimization Under Uncertainty

How Long Does it Take to Read Hybrid Offline/Online Methods for Optimization Under Uncertainty?

It takes the average reader 2 hours and 5 minutes to read Hybrid Offline/Online Methods for Optimization Under Uncertainty by A. DE FILIPPO

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

Description

Balancing the solution-quality/time trade-off and optimizing problems which feature offline and online phases can deliver significant improvements in efficiency and budget control. Offline/online integration yields benefits by achieving high quality solutions while reducing online computation time. This book considers multi-stage optimization problems under uncertainty and proposes various methods that have broad applicability. Due to the complexity of the task, the most popular approaches depend on the temporal granularity of the decisions to be made and are, in general, sampling-based methods and heuristics. Long-term strategic decisions that may have a major impact are typically solved using these more accurate, but expensive, sampling-based approaches. Short-term operational decisions often need to be made over multiple steps within a short time frame and are commonly addressed via polynomial-time heuristics, with the more advanced sampling-based methods only being applicable if their computational cost can be carefully managed. Despite being strongly interconnected, these 2 phases are typically solved in isolation. In the first part of the book, general methods based on a tighter integration between the two phases are proposed and their applicability explored, and these may lead to significant improvements. The second part of the book focuses on how to manage the cost/quality trade-off of online stochastic anticipatory algorithms, taking advantage of some offline information. All the methods proposed here provide multiple options to balance the quality/time trade-off in optimization problems that involve offline and online phases, and are suitable for a variety of practical application scenarios.

How long is Hybrid Offline/Online Methods for Optimization Under Uncertainty?

Hybrid Offline/Online Methods for Optimization Under Uncertainty by A. DE FILIPPO is 124 pages long, and a total of 31,496 words.

This makes it 42% the length of the average book. It also has 38% more words than the average book.

How Long Does it Take to Read Hybrid Offline/Online Methods for Optimization Under Uncertainty Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 52 minutes to read Hybrid Offline/Online Methods for Optimization Under Uncertainty aloud.

What Reading Level is Hybrid Offline/Online Methods for Optimization Under Uncertainty?

Hybrid Offline/Online Methods for Optimization Under Uncertainty 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 Hybrid Offline/Online Methods for Optimization Under Uncertainty?

Hybrid Offline/Online Methods for Optimization Under Uncertainty by A. DE FILIPPO is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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