Title :
Minimum-delay link determination in networked control systems using Asexual Reproduction Optimization
Author :
Farasat, A. ; Amani, A.M. ; Menhaj, M.B.
Author_Institution :
Oper. Reaserch, Univ. of Tehran, Tehran
Abstract :
Networked control systems (NCS) have gained an increasing attention in recent years due to their flexibility and cost reduction. The two main problems affecting stability and performance of closed-loop NCS are packet delay and drop. The problem of delay is severe in large scale NCS where the sensor-controller-actuator are connected via a network with large number of switches and routers. In this paper, we propose a real time optimization algorithm, called asexual reproduction optimization (ARO) which is inspired by asexual reproduction, to find the least delay link in the control loop. Simulation results reveal that the proposed algorithm remarkably outperforms the recently cited genetic algorithm (GA) in finding the minimum delay link.
Keywords :
actuators; closed loop systems; controllers; distributed control; genetic algorithms; sensors; stability; telecommunication control; asexual reproduction optimization; closed-loop NCS; genetic algorithm; minimum-delay link determination; networked control systems; real time optimization; sensor-controller-actuator; stability; Actuators; Communication system control; Control systems; Delay effects; Genetic algorithms; Intelligent sensors; Large-scale systems; Networked control systems; Stability; Switches;
Conference_Titel :
Computational Intelligence in Control and Automation, 2009. CICA 2009. IEEE Symposium on
Conference_Location :
Nashville, TN
Print_ISBN :
978-1-4244-2752-9
DOI :
10.1109/CICA.2009.4982787