Volume 6 Number 10 (Oct. 2011)
Home > Archive > 2011 > Volume 6 Number 10 (Oct. 2011) >
JSW 2011 Vol.6(10): 2050-2055 ISSN: 1796-217X
doi: 10.4304/jsw.6.10.2050-2055

Optimizing for Large Time Delay Systems by BP Neural Network and Evolutionary Algorithm Improving

Fan Lin1, 2, 3, Wenhua Zeng3, Jianbing Xiahou3, Yi Jiang4
1Fujian Key Laboratory of the Brain-Like Intelligent Systems, Xiamen University, Xiamen, China
2Cognitive science department, Xiamen University, Xiamen, China
3School of software, Xiamen University, Xiamen, China
4Department of Computer Science, Xiamen University, Xiamen, China

Abstract—BP artificial neural network is a non-feedback network. This paper utilizes the initial weights of neural network to choose controller performance. Simultaneously according to the characteristics that process of central air-conditioning energy saving control is the system of multi-parameter and nonlinear time-varying complexity, we analysis and study its algorithm and system architecture. The experimental results demonstrate that new control system gets better results and energy saving.

Index Terms—Steady-state error; Robusfitness; BP Artificial Neural Network; Evolutionary Algorithm; Fuzzy PID Control Strategy


Cite: Fan Lin, Wenhua Zeng, Jianbing Xiahou, Yi Jiang, "Optimizing for Large Time Delay Systems by BP Neural Network and Evolutionary Algorithm Improving," Journal of Software vol. 6, no. 10, pp. 2050-2055, 2011.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly (2006-2019); Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Dec 06, 2019 News!

    Vol 14, No 1- Vol 14, No 4 has been indexed by EI (Inspec)   [Click]

  • Apr 16, 2020 News!

    Papers published in JSW Vol 14, No 1- Vol 15 No 1 have been indexed by DBLP     [Click]

  • May 12, 2020 News!

    Vol 15, No 4 has been published with online version     [Click]

  • Aug 01, 2018 News!

    [CFP] 2020 the annual meeting of JSW Editorial Board, ICCSM 2020, will be held in Rome, Italy, July 17-19, 2020   [Click]

  • May 12, 2020 News!

    The papers published in Vol 15, No 4 have all received dois from Crossref     [Click]