Finite-time analysis of the multi-armed bandit problem with known trend

2016 ◽  
Author(s):  
Djallel Bouneffouf
Keyword(s):  
Finite Time ◽  
Bandit Problem ◽  
Time Analysis

scholarly journals Distributed Detection: Finite-Time Analysis and Impact of Network Topology

2016 ◽  
Vol 61 (11) ◽  
pp. 3256-3268 ◽  
Author(s):  
Shahin Shahrampour ◽  
Alexander Rakhlin ◽  
Ali Jadbabaie
Keyword(s):  
Network Topology ◽  
Finite Time ◽  
Distributed Detection ◽  
Time Analysis

scholarly journals Synchronization in Finite-Time Analysis of Clifford-Valued Neural Networks with Finite-Time Distributed Delays

Mathematics ◽  
2021 ◽  
Vol 9 (11) ◽  
pp. 1163
Author(s):  
Grienggrai Rajchakit ◽  
Ramalingam Sriraman ◽  
Chee Peng Lim ◽  
Panu Sam-ang ◽  
Porpattama Hammachukiattikul
Keyword(s):  
Neural Networks ◽  
Finite Time ◽  
Time Synchronization ◽  
Distributed Delays ◽  
Computational Techniques ◽  
Time Analysis ◽  
Numerical Example ◽  
Response Systems ◽  
Clifford Numbers

In this paper, we explore the finite-time synchronization of Clifford-valued neural networks with finite-time distributed delays. To address the problem associated with non-commutativity pertaining to the multiplication of Clifford numbers, the original n-dimensional Clifford-valued drive and response systems are firstly decomposed into the corresponding 2m-dimensional real-valued counterparts. On the basis of a new Lyapunov–Krasovskii functional, suitable controller and new computational techniques, finite-time synchronization criteria are formulated for the corresponding real-valued drive and response systems. The feasibility of the main results is verified by a numerical example.

Finite-time analysis and H∞ control for switched stochastic systems

2012 ◽  
Vol 349 (3) ◽  
pp. 915-927 ◽  
Author(s):  
Zhengrong Xiang ◽  
Changhui Qiao ◽  
Magdi S. Mahmoud
Keyword(s):  
Finite Time ◽  
Stochastic Systems ◽  
Time Analysis ◽  
Switched Stochastic Systems
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