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Game theory analyzes interaction - of internet users, competing firms, or cancer cells. This text explains the mathematical basics of game theory from the ground up, and introduces... Læs mere
This book discusses the computational approach in modern statistical physics, adopting simple language and an attractive format with many illustrations,... Læs mere
Intermediate to Advanced
The main purpose of this book is to provide a unified view of the most popular metaheuristic methods. Under this perspective, it has presented the fundamental design principles as well as the operators of metaheuristic approaches which are considered essential.
This book explores how algorithmic prediction tools transform police work. Building on the growing literature at the intersection of... Læs mere
The Information Universe Information as the Building Block of Everything.
ELM learning theories show that effective learning algorithms can be derived based on randomly generated hidden neurons (biological neurons, artificial neurons, wavelets, Fourier... Læs mere
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.