Modern Optimization with R

• Main Author: Cortez, Paulo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Use R!,
• Subjects: Mathematics.; Mathematical optimization.; Optimization.; Continuous Optimization.; Discrete Optimization.

The goal of this book is to gather in a single document the most relevant concepts related to modern optimization methods, showing how such concepts and methods can be addressed using the open source, multi-platform R tool. Modern optimization methods, also known as metaheuristics, are particularly...

Table of Contents:

• 1. Introduction
• 2. R Basics
• 3. Blind Search
• 4. Local Search
• 5. Population-Based Search
• 6. Multi-Objective Optimization
• 7. Applications.