NDLI: An improved MOCC with feedback control structure based on preference

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An improved MOCC with feedback control structure based on preference

Content Provider	ACM Digital Library
Author	Xu, Lihong Zhu, Bingkun Goodman, Erik D.
Abstract	The optimal solution of multi-objective control problem (MOCP) isn't unique, so it is hard for traditional method to obtain these optimal solutions in one simulation process. Based on this background, Multi-Objective Compatible Control (MOCC) algorithm was presented by Lihong Xu in [2]. MOCC is a compromise method, which hunts for suboptimal and feasible region as the control aim rather than precise optimal point. The controller of MOCC is optimized by GA in its interval, namely its controller lacks concrete controller structure. Due to the controller without concrete structure, the system model must be accurate and without input disturbance; however, it is impractical in practice. Besides, the control problem is different from the optimization. Different user has different preference and users' preference information plays a key role in control performance. In this paper, the feedback control law and users' preference information are incorporated into MOCC algorithm. An improved MOCC (IMOCC) algorithm is presented. The simulation result demonstrates its superiority and advantage over the MOCC algorithm.
Starting Page	651
Ending Page	656
Page Count	6
File Format	PDF
ISBN	9781605583266
DOI	10.1145/1543834.1543923
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2009-06-12
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Evolutionary algorithm Multi-objective control; preference
Content Type	Text
Resource Type	Article

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