Vassili N. Kolokoltsov; Oleg A. Malafeyev Many Agent Games in Socio-economic Systems: Corruption, Inspection, Coalition Building, Network Growth, Security 9783030123703

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Автор: Vassili N. Kolokoltsov; Oleg A. Malafeyev
Название: Many Agent Games in Socio-economic Systems: Corruption, Inspection, Coalition Building, Network Growth, Security
ISBN: 9783030123703
Издательство: Springer
Классификация:

Вероятность и статистика

Оптимизация

Теория игр

Стохастика

ISBN-10: 3030123707
Обложка/Формат: Hardcover
Страницы: 196
Вес: 0.49 кг.
Дата издания: 2019
Серия: Springer Series in Operations Research and Financial Engineering
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 1 illustrations, black and white; xix, 196 p. 1 illus.
Размер: 234 x 156 x 16
Читательская аудитория: Professional & vocational
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: There has been an increase in attention toward systems involving large numbers of small players, giving rise to the theory of mean field games, mean field type control and nonlinear Markov games. Exhibiting various real world problems involving major and minor agents, this book presents a systematic continuous-space approximation approach for mean-field interacting agents models and mean-field games models. After describing Markov-chain methodology and a modeling of mean-field interacting systems, the text presents various structural conditions on the chain to yield respective socio-economic models, focusing on migration models via binary interactions. The specific applications are wide-ranging – including inspection and corruption, cyber-security, counterterrorism, coalition building and network growth, minority games, and investment policies and optimal allocation – making this book relevant to a wide audience of applied mathematicians interested in operations research, computer science, national security, economics, and finance.
Дополнительное описание: 1. Introduction: Main Models and LLN Methology.- Part I: Multi-agent Interaction and Nonlinear Markov Games.- 2. Best Response Principals.- 3. Dynamic Control of Major Players.- 4. Models of Growth Under Pressure.- Par II: Pools of Rational Optimizers.- 5

Many Agent Games in Socio-economic Systems: Corruption, Inspection, Coalition Building, Network Growth, Security, Vassili N. Kolokoltsov; Oleg A. Malafeyev