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Modern Optimization with R (Use R!) Ed 2 free ebook download

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Author(s):	Paulo Cortez

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3030728188
Pages:	272	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	11/22/2023 3:37:18 PM

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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).
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3209366	Book	https://nitroflare.com/view/78F22E12CE5A...		0.00	stirkout

Tags: Modern Optimization

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Modern Optimization with R (Use R!) Ed 2 free ebook download

Category: Misc

Description: Click to see full description

Category:
Misc