Game Theory: Theorems, Proofs, and Python Implementations (Computational Mathematics Library)
Format:
Paperback
En stock
1.22 kg
Sí
Nuevo
Amazon
USA
- The only all-inclusive mathematics text that unifies classical Game Theory with modern computational practice. Every one of the 24 dense, proof-driven chapters is paired with reproducible Python scripts that transform abstract theorems into live algorithms you can test in seconds.Inside the Book• Strategic-form and extensive-form foundations with rigorous Nash existence proofs • Cutting-edge equilibrium refinements, including perfect, proper, quasi-perfect, and sequential concepts • Continuous action spaces solved through variational inequalities and convex analysis • High-impact fields such as Mechanism Design, Auction Theory, Matching Markets, and Bargaining Solutions • Repeated, stochastic, differential, and mean-field games that link to reinforcement learning and control • Algorithmic Game Theory: PPAD hardness, price of anarchy, and fast approximation schemes coded in NumPy • Evolutionary dynamics, replicator equations, and learning algorithms like fictitious play and no-regret Hedge • Cooperative frameworks: core, Shapley value, nucleolus, and assignment games • Advanced information design, Bayesian persuasion, and signalling environments • Combinatorial and partizan games leading to Conway’s surreal numbers
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