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Modern Optimization with R (Use R!) book cover by Paulo Cortez
Paperback

Modern Optimization with R (Use R!)

by Paulo Cortez

Paperback · 254 pages Springer International Publishing · 2021

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Paperbackfrom $85.99
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About the book

Modern Optimization with R (Use R!)

The goal of this book is to gather in a single work the most relevant concepts related in optimization methods, showing how such theories and methods can be addressed using the open source, multi-platform R tool. Modern optimization methods, also known as metaheuristics, are particularly useful for solving complex problems for which no specialized optimization algorithm has been developed. These methods often yield high quality solutions with a more reasonable use of computational resources (e.g. memory and processing effort). Examples of popular modern methods discussed in this book are: simulated annealing; tabu search; genetic algorithms; differential evolution; and particle swarm optimization. This book is suitable for undergraduate and graduate students in computer science, information technology, and related areas, as well as data analysts interested in exploring modern optimization methods using R.

This new edition integrates the latest R packages through text and code examples. It also discusses new topics, such as: the impact of artificial intelligence and business analytics in modern optimization tasks; the creation of interactive Web applications; usage of parallel computing; and more modern optimization algorithms (e.g., iterated racing, ant colony optimization, grammatical evolution). 


The book, Modern Optimization with R (Use R!) [Bulk, Wholesale, Quantity] ISBN#9783030728182 in Paperback by Paulo Cortez may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Author
Paulo Cortez
Format
Paperback
Published
Jul 31, 2021
ISBN-13
9783030728182
Pages
254
Printing
Printed on demand
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Modern Optimization with R (Use R!) in bulk: pricing

Volume pricing applies automatically in your cart. No codes, no account needed.

CopiesPrice per copyYou save
25 – 49 $87.99 12% off list
50 – 99 $86.99 13% off list
100+ $85.99 14% off list
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