Paulo Cortez Modern Optimization with R (Paperback) Use R! (UK IMPORT)

Description: Further DetailsTitle: Modern Optimization with RCondition: NewFormat: PaperbackEAN: 9783030728182ISBN: 9783030728182Edition: 2nd ed. 2021Publisher: Springer Nature Switzerland AGRelease Date: 07/31/2021Description: 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). Language: EnglishCountry/Region of Manufacture: CHItem Height: 235mmItem Length: 155mmAuthor: Paulo CortezGenre: Computing & InternetTopic: Science Nature & MathBook Series: Use R!Release Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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Book Title: Modern Optimization with R

Title: Modern Optimization with R

EAN: 9783030728182

ISBN: 9783030728182

Edition: 2nd ed. 2021

Release Date: 07/31/2021

Release Year: 2021

Country/Region of Manufacture: CH

Item Height: 235mm

Genre: Computing & Internet

Topic: Science Nature & Math

Number of Pages: Xvii, 254 Pages

Publication Name: Modern Optimization with R

Language: English

Publisher: Springer International Publishing A&G

Subject: Mathematical & Statistical Software, Databases / General, Optimization

Publication Year: 2021

Item Weight: 14.9 Oz

Type: Textbook

Author: Paulo Cortez

Subject Area: Mathematics, Computers

Item Length: 9.3 in

Series: Use R! Ser.

Item Width: 6.1 in

Format: Trade Paperback