Modern Optimization with R

Häftad, Engelska, 2021

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2021-07-31
Mått:155 x 235 x 18 mm
Vikt:428 g
Format:Häftad
Språk:Engelska
Serie:Use R!
Antal sidor:254
Upplaga:2
Förlag:Springer Nature Switzerland AG
ISBN:9783030728182

Utforska kategorier

Optimering inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT
Affärsapplikationer inom Data och IT

Mer om författaren

Paulo Cortez (Habilitation, PhD) is an Associate Professor (with tenure) at the Department of Information Systems, University of Minho, Portugal. He is also assistant director of the ALGORITMI R&D Centre. From 2012 to 2015, he was Vice-President of the Portuguese Association for Artificial Intelligence (www.appia.pt). Currently, he is Associate Editor of the journals Decision Support Systems and Expert Systems. His research, within the fields of decision support, data science, business analytics, machine learning, and modern optimization, has appeared in Journal of Heuristics, Decision Support Systems, Information Processing and Management, Information Sciences and others.

Innehållsförteckning

Chapter 1. introduction.- Chapter 2. R. Basics.- Chapter 3. Blind Search.- Chapter 4. Local Search.- Chapter 5. Population Based Search.- Chapter 6. Multi-Object Optimization.

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