Ravie: : Beyond Economics: Game Theory for the Computer Scientist, Kartoniert / Broschiert

Klappentext

"Beyond Economics: Game Theory for the Computer Scientist" breaks the mold, venturing beyond the traditional focus on economics and applying game theory to the exciting world of computer science. This book equips you to understand how strategic decision-making can be modeled and optimized using game theory concepts.
Imagine designing algorithms for complex scenarios like resource allocation in a network or multi-agent systems where programs compete or cooperate. Game theory empowers you to analyze these interactions, predict outcomes, and design algorithms that make strategic decisions to achieve optimal results.
"Beyond Economics" delves into core game theory concepts like Nash equilibrium, prisoner's dilemma, and auction theory, all through the lens of computer science applications. You'll explore how these concepts translate into practical algorithms for areas like machine learning, artificial intelligence, cryptography, and network security.
This book is your gateway to the future of computing, where algorithms become sophisticated strategic players. By mastering game theory, you'll be better equipped to design intelligent and robust computer systems that thrive in complex, dynamic environments.