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Linear-Quadratic-Gaussian Mixed Mean-Field Games with Heterogeneous Input Constraints
- Source :
- SIAM Journal on Control and Optimization, SIAM Journal on Control and Optimization, Society for Industrial and Applied Mathematics, 2018, 56 (4), pp.2835-2877. ⟨10.1137/17M1151420⟩, SIAM Journal on Control and Optimization, 2018, 56 (4), pp.2835-2877. ⟨10.1137/17M1151420⟩
- Publication Year :
- 2018
- Publisher :
- Society for Industrial & Applied Mathematics (SIAM), 2018.
-
Abstract
- We consider a class of linear-quadratic-Gaussian mean-field games with a major agent and considerable heterogeneous minor agents in the presence of mean-field interactions. The individual admissible controls are constrained in closed convex subsets $\Gamma_{k}$ of $\mathbb{R}^{m}.$ The decentralized strategies for individual agents and consistency condition system are represented in an unified manner through a class of mean-field forward-backward stochastic differential equations involving projection operators on $\Gamma_{k}$. The well-posedness of consistency system is established in both the local and global cases by the contraction mapping and discounting method respectively. Related $\varepsilon-$Nash equilibrium property is also verified.<br />Comment: 40 pages
- Subjects :
- [ MATH.MATH-OC ] Mathematics [math]/Optimization and Control [math.OC]
Input constraint
0209 industrial biotechnology
Control and Optimization
Minor (linear algebra)
02 engineering and technology
Space (mathematics)
Linear-quadratic-Gaussian control
01 natural sciences
Projection (linear algebra)
$ε$-Nash equilibrium
Stochastic differential equation
020901 industrial engineering & automation
Consistency (statistics)
FOS: Mathematics
Applied mathematics
Contraction mapping
0101 mathematics
Mathematics - Optimization and Control
60H10, 60H30, 91A10, 91A23, 91A25, 93E20
Mathematics
Applied Mathematics
010102 general mathematics
AMS Subject Classification: 60H10, 60H30, 91A10, 91A23, 91A25, 93E20
Regular polygon
Projection operator
Linear-quadratic mixed mean-field games
Optimization and Control (math.OC)
[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]
Forward-backward stochastic differential equation
Subjects
Details
- ISSN :
- 10957138 and 03630129
- Volume :
- 56
- Database :
- OpenAIRE
- Journal :
- SIAM Journal on Control and Optimization
- Accession number :
- edsair.doi.dedup.....e6b26604dc7f61850a6e145182b8fe8c