Modern Optimization with R is popular PDF and ePub book, written by Paulo Cortez in 2021-07-30, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Modern Optimization with R can be Read Online from any device for your convenience.
Modern Optimization with R Book PDF Summary
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).
Detail Book of Modern Optimization with R PDF
- Author : Paulo Cortez
- Release : 30 July 2021
- Publisher : Springer Nature
- ISBN : 9783030728199
- Genre : Computers
- Total Page : 264 pages
- Language : English
- PDF File Size : 9,8 Mb
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