Adaptive process optimization using functional-link networks and evolutionary optimization

被引：28
|
作者：
Cass, R [1 ]
Radl, B [1 ]
机构：
[1] PEGASUS TECHNOL CORP,PAINESVILLE,OH
来源：
CONTROL ENGINEERING PRACTICE | 1996年 / 4卷 / 11期
关键词：
neural networks; functional-link network; evolutionary programming; combustion; process optimization; supervisory control; optimal control;
D O I：
10.1016/0967-0661(96)00173-6
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper reports on a process optimization software system which improves plant operating performance on-line and continuously. The system combines neural network modeling and multi-objective constrained nonlinear optimization capabilities, Application of the system to process modeling and optimization in general, and in the specific domain of coal fired furnaces, is addressed, and results of applying the system are reported.
引用
收藏
页码：1579 / 1584
页数：6
相关论文
共 50 条
  • [41] Adaptive Evolutionary Optimization of Team Work
    Buchholtz, V.
    Poeschel, T.
    [J]. International Journal of Bifurcations and Chaos in Applied Sciences and Engineering, 1997, 7 (03):
  • [42] Adaptive evolutionary optimization of team work
    Buchholtz, V
    Poschel, T
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1997, 7 (03): : 751 - 757
  • [43] Stochastic choice of basis functions in adaptive function approximation and the functional-link net - Reply
    Igelnik, B
    Pao, YH
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1997, 8 (02): : 454 - 454
  • [44] Adaptive co-optimization of artificial neural networks using evolutionary algorithm for global radiation forecasting
    Kilic, Fatih
    Yilmaz, Ibrhim Halil
    Kaya, Ozge
    [J]. RENEWABLE ENERGY, 2021, 171 (171) : 176 - 190
  • [45] Evolutionary Training of a q-Gaussian Radial Basis Functional-link Nets for Function Approximation
    Muangkote, Nipotepat
    Sunat, Khamron
    Chiewchanwattana, Sirapat
    [J]. 2013 10TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (JCSSE), 2013, : 58 - 63
  • [46] Adaptive optical wireless networks: End-to-end link delay optimization
    Mahdy A.M.
    Deogun J.S.
    [J]. Journal of Convergence Information Technology, 2010, 5 (08) : 9 - 20
  • [47] Optimization of Sewer Networks Using an Adaptive Genetic Algorithm
    Ali Haghighi
    Amin E. Bakhshipour
    [J]. Water Resources Management, 2012, 26 : 3441 - 3456
  • [48] Optimization of Sewer Networks Using an Adaptive Genetic Algorithm
    Haghighi, Ali
    Bakhshipour, Amin E.
    [J]. WATER RESOURCES MANAGEMENT, 2012, 26 (12) : 3441 - 3456
  • [49] Optimization of evolutionary neural networks using hybrid learning algorithms
    Abraham, A
    [J]. PROCEEDING OF THE 2002 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3, 2002, : 2797 - 2802
  • [50] Reducing systemic risk in multiplex networks using evolutionary optimization
    Michalak, Krzysztof
    [J]. PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCO'17 COMPANION), 2017, : 289 - 290
12345