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Volumn 10, Issue 11, 2002, Pages 1223-1241

Evolutionary algorithms in control systems engineering: A survey

Author keywords

Control system design; Genetic algorithms; Identification; Multiobjective optimisation; On line control

Indexed keywords

EVOLUTIONARY ALGORITHMS; FUZZY CONTROL; ROBUSTNESS (CONTROL SYSTEMS);

EID: 0036871254     PISSN: 09670661     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0967-0661(02)00081-3     Document Type: Article
Times cited : (534)

References (85)
  • 4
    • 0032027207 scopus 로고    scopus 로고
    • Structure detection for nonlinear rational models using genetic algorithms
    • Billings, S. A., & Mao, K. Z. (1998). Structure detection for nonlinear rational models using genetic algorithms. International Journal of Systems Science, 29(3), 223-231.
    • (1998) International Journal of Systems Science , vol.29 , Issue.3 , pp. 223-231
    • Billings, S.A.1    Mao, K.Z.2
  • 5
    • 0030715456 scopus 로고    scopus 로고
    • Optimising train movements through coast control using genetic algorithms
    • Chang, C. S., & Sim, S. S. (1997). Optimising train movements through coast control using genetic algorithms. IEE Proceedings - Electric power applications, 144(1), 65-73.
    • (1997) IEE Proceedings - Electric Power Applications , vol.144 , Issue.1 , pp. 65-73
    • Chang, C.S.1    Sim, S.S.2
  • 6
    • 0033733861 scopus 로고    scopus 로고
    • Differential evolution based tuning of fuzzy automatic train operation for mass rapid transit system
    • Chang, C. S., & Xu, D. Y. (2000). Differential evolution based tuning of fuzzy automatic train operation for mass rapid transit system. IEE Proceedings - Electric power applications, 147(3), 206-212.
    • (2000) IEE Proceedings - Electric Power Applications , vol.147 , Issue.3 , pp. 206-212
    • Chang, C.S.1    Xu, D.Y.2
  • 7
    • 0034236824 scopus 로고    scopus 로고
    • Towards the evolutionary emergence of increasingly complex advantageous behaviours
    • Channon, A. D., & Damper, R. I. (2000). Towards the evolutionary emergence of increasingly complex advantageous behaviours. International Journal of Systems Science, 31(7), 843-860.
    • (2000) International Journal of Systems Science , vol.31 , Issue.7 , pp. 843-860
    • Channon, A.D.1    Damper, R.I.2
  • 8
    • 0032204112 scopus 로고    scopus 로고
    • A structure-specified H-infinity optimal control design for practical applications: A genetic approach
    • Chen, B. S., & Cheng, Y. M. (1998). A structure-specified H-infinity optimal control design for practical applications: A genetic approach. IEEE Transactions on Control Systems Technology, 6(6), 707-718.
    • (1998) IEEE Transactions on Control Systems Technology , vol.6 , Issue.6 , pp. 707-718
    • Chen, B.S.1    Cheng, Y.M.2
  • 9
    • 0030168713 scopus 로고    scopus 로고
    • Optimal residual design for fault diagnosis using multi-objective optimization and genetic algorithms
    • Chen, J., Patton, R. J., & Liu, G. P. (1996). Optimal residual design for fault diagnosis using multi-objective optimization and genetic algorithms. International Journal of Systems Science, 27(6), 567-576.
    • (1996) International Journal of Systems Science , vol.27 , Issue.6 , pp. 567-576
    • Chen, J.1    Patton, R.J.2    Liu, G.P.3
  • 11
    • 0030268860 scopus 로고    scopus 로고
    • Multiobjective gas turbine engine controller design using genetic algorithms
    • Chipperfield, A., & Fleming, P. (1996). Multiobjective gas turbine engine controller design using genetic algorithms. IEEE Transactions on Industrial Electronics, 43(5), 1-5.
    • (1996) IEEE Transactions on Industrial Electronics , vol.43 , Issue.5 , pp. 1-5
    • Chipperfield, A.1    Fleming, P.2
  • 12
    • 0033698418 scopus 로고    scopus 로고
    • Friction compensation control of an electropneumatic servovalve by using an evolutionary algorithm
    • Choi, S. H., Lee, C. O., & Cho, H. S. (2000). Friction compensation control of an electropneumatic servovalve by using an evolutionary algorithm. Proceedings of the Institution of Mechanical Engineers Part 1, 214, 173-184.
    • (2000) Proceedings of the Institution of Mechanical Engineers , vol.214 , Issue.PART 1 , pp. 173-184
    • Choi, S.H.1    Lee, C.O.2    Cho, H.S.3
  • 13
    • 85133775397 scopus 로고    scopus 로고
    • A comprehensive survey of evolutionary-based multiobjective optimization techniques. Knowledge and information systems
    • Coello, C. A. C. (1999). A comprehensive survey of evolutionary-based multiobjective optimization techniques. Knowledge and Information Systems. An International Journal, 1(3), 269-308.
    • (1999) An International Journal , vol.1 , Issue.3 , pp. 269-308
    • Coello, C.A.C.1
  • 14
    • 0033672413 scopus 로고    scopus 로고
    • Handling preferences in evolutionary multi-objective optimization: A survey
    • San Diego, USA
    • Coello, C. A. C. (2000). Handling Preferences in Evolutionary Multi-objective Optimization: A Survey. Proceedings of the 2000 congress on evolutionary computation. Vol. 1, San Diego, USA (pp. 30-37).
    • (2000) Proceedings of the 2000 Congress on Evolutionary Computation , vol.1 , pp. 30-37
    • Coello, C.A.C.1
  • 15
    • 0030167877 scopus 로고    scopus 로고
    • Reliability optimization of series-parallel systems using a genetic algorithm
    • Coit, D. W., & Smith, A. E. (1996). Reliability optimization of series-parallel systems using a genetic algorithm. IEEE Transactions on Reliability, 45(2), 254-260.
    • (1996) IEEE Transactions on Reliability , vol.45 , Issue.2 , pp. 254-260
    • Coit, D.W.1    Smith, A.E.2
  • 18
    • 0003126776 scopus 로고    scopus 로고
    • Evolutionary algorithms for multi-criterion optimization in engineering design
    • K. Miettinen et al. (Eds.), Chichester: Wiley
    • Deb, K. (1999). Evolutionary algorithms for multi-criterion optimization in engineering design. In: K. Miettinen et al. (Eds.), Evolutionary algorithms in engineering and computer science (pp. 135-161). Chichester: Wiley.
    • (1999) Evolutionary Algorithms in Engineering and Computer Science , pp. 135-161
    • Deb, K.1
  • 21
    • 0034229139 scopus 로고    scopus 로고
    • Recent developments in evolutionary computation for manufacturing optimization: Problems, solutions, and comparisons
    • Dimopoulos, C., & Zalzala, A. M. S. (2000). Recent developments in evolutionary computation for manufacturing optimization: Problems, solutions, and comparisons. IEEE Transactions on Evolutionary Computation, 4(2), 93-113.
    • (2000) IEEE Transactions on Evolutionary Computation , vol.4 , Issue.2 , pp. 93-113
    • Dimopoulos, C.1    Zalzala, A.M.S.2
  • 22
    • 0028739953 scopus 로고
    • Robot shaping: Developing autonomous agents through learning
    • Dorigo, M., & Columbetti, M. (1994). Robot shaping: Developing autonomous agents through learning. Artificial Intelligence, 71, 321-370.
    • (1994) Artificial Intelligence , vol.71 , pp. 321-370
    • Dorigo, M.1    Columbetti, M.2
  • 26
    • 0022176958 scopus 로고
    • Computer aided control system design using a multiobjective optimization approach
    • Cambridge, UK
    • Fleming, P. J., & Pashkevich, A. P. (1985). Computer aided control system design using a multiobjective optimization approach. Proceedings of the IEE control '85 conference. Cambridge, UK (pp. 174-179).
    • (1985) Proceedings of the IEE Control '85 Conference , pp. 174-179
    • Fleming, P.J.1    Pashkevich, A.P.2
  • 29
    • 0002629429 scopus 로고
    • An overview of evolutionary algorithms in multiobjective optimization
    • Fonseca, C. M., & Fleming, P. J. (1995). An overview of evolutionary algorithms in multiobjective optimization. Evolutionary Computation, 3(1), 1-16.
    • (1995) Evolutionary Computation , vol.3 , Issue.1 , pp. 1-16
    • Fonseca, C.M.1    Fleming, P.J.2
  • 30
    • 0031701082 scopus 로고    scopus 로고
    • Multiobjective optimization and multiple constraint handling with evolutionary algorithms - Part I: A unified formulation and Part II: Application example
    • and 38-47
    • Fonseca, C.M., & Fleming, P. J. (1998). Multiobjective optimization and multiple constraint handling with evolutionary algorithms - Part I: A unified formulation and Part II: Application example. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 28(1), 26-37 and 38-47.
    • (1998) IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans , vol.28 , Issue.1 , pp. 26-37
    • Fonseca, C.M.1    Fleming, P.J.2
  • 37
    • 0031541396 scopus 로고    scopus 로고
    • On improving physical selectivity in the treatment of cancer: A systems modelling and optimisation approach
    • Haas, O. C. L., Burnham, K. J., & Mills, J. A. (1997). On improving physical selectivity in the treatment of cancer: A systems modelling and optimisation approach. Control Engineering Practice, 5(12), 1739-1745.
    • (1997) Control Engineering Practice , vol.5 , Issue.12 , pp. 1739-1745
    • Haas, O.C.L.1    Burnham, K.J.2    Mills, J.A.3
  • 39
    • 0026835531 scopus 로고
    • Neural network application for direct feedback controllers
    • Ichikawa, Y., & Sawa, T. (1992). Neural network application for direct feedback controllers. IEEE Transactions on Neural Networks, 3(2), 224-231.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.2 , pp. 224-231
    • Ichikawa, Y.1    Sawa, T.2
  • 40
    • 0029327985 scopus 로고
    • Designing fuzzy net controllers using genetic algorithms
    • Kim, J., Moon, Y., & Zeigler, B. P. (1995). Designing fuzzy net controllers using genetic algorithms. IEEE Control Systems Magazine, 15(3), 62-72.
    • (1995) IEEE Control Systems Magazine , vol.15 , Issue.3 , pp. 62-72
    • Kim, J.1    Moon, Y.2    Zeigler, B.P.3
  • 44
    • 0028548577 scopus 로고
    • Multiple optimal solutions for structural control using genetic algorithms with niching
    • Krishnakumar, K., Swaminathan, R., & Montgomery, L. (1994). Multiple optimal solutions for structural control using genetic algorithms with niching. Journal of Guidance and Control, 17(6), 1374-1377.
    • (1994) Journal of Guidance and Control , vol.17 , Issue.6 , pp. 1374-1377
    • Krishnakumar, K.1    Swaminathan, R.2    Montgomery, L.3
  • 48
    • 0022011031 scopus 로고
    • Input-output parametric models for non-linear systems. Part 1: Deterministic non-linear systems and Part 2: Stochastic non-linear systems
    • and 329-344
    • Leontaritis, I.J., & Billings, S. A. (1985). Input-output parametric models for non-linear systems. Part 1: Deterministic non-linear systems and Part 2: Stochastic non-linear systems. International Journal of Control, 41(2), 303-328 and 329-344.
    • (1985) International Journal of Control , vol.41 , Issue.2 , pp. 303-328
    • Leontaritis, I.J.1    Billings, S.A.2
  • 49
    • 0029306172 scopus 로고
    • Genetic algorithms for fuzzy control - Part 1: Offline system development and application and Part 2: Online system development and application
    • and 177-185
    • Linkens, D.A., & Nyongesa, H. O. (1995). Genetic algorithms for fuzzy control - Part 1: Offline system development and application and Part 2: Online system development and application. IEE Proceedings - Control Theory and Applications, 142(3), 161-176 and 177-185.
    • (1995) IEE Proceedings - Control Theory and Applications , vol.142 , Issue.3 , pp. 161-176
    • Linkens, D.A.1    Nyongesa, H.O.2
  • 50
    • 0030190701 scopus 로고    scopus 로고
    • Learning systems in intelligent control: An appraisal of fuzzy, neural and genetic control applications
    • Linkens, D. A., & Nyongesa, H. O. (1996). Learning systems in intelligent control: An appraisal of fuzzy, neural and genetic control applications, IEE Proceedings - Control Theory and Applications, 143(4), 367-386.
    • (1996) IEE Proceedings - Control Theory and Applications , vol.143 , Issue.4 , pp. 367-386
    • Linkens, D.A.1    Nyongesa, H.O.2
  • 54
    • 0031163767 scopus 로고    scopus 로고
    • Robust control system design using random search and genetic algorithms
    • Marrison, C. I., & Stengel, R. F. (1997). Robust control system design using random search and genetic algorithms. IEEE Transactions on Automatic Control, 42(6), 835-839.
    • (1997) IEEE Transactions on Automatic Control , vol.42 , Issue.6 , pp. 835-839
    • Marrison, C.I.1    Stengel, R.F.2
  • 55
    • 0030269034 scopus 로고    scopus 로고
    • Optimal control of sensory evaluation of the sake mashing process
    • Matsuura, K., Shiba, H., Hirotsune, M., & Nunokawa, Y. (1996). Optimal control of sensory evaluation of the sake mashing process. Journal of Process Control, 6(5), 323-326.
    • (1996) Journal of Process Control , vol.6 , Issue.5 , pp. 323-326
    • Matsuura, K.1    Shiba, H.2    Hirotsune, M.3    Nunokawa, Y.4
  • 60
    • 0030200562 scopus 로고    scopus 로고
    • On-line optimisation of culture temperature for ethanol fermentation using a genetic algorithm
    • Moriyama, H., & Shimizu, K. (1996). On-line optimisation of culture temperature for ethanol fermentation using a genetic algorithm. Journal of Chemical Technology and Biotechnology, 66(3), 217-222.
    • (1996) Journal of Chemical Technology and Biotechnology , vol.66 , Issue.3 , pp. 217-222
    • Moriyama, H.1    Shimizu, K.2
  • 65
    • 0029324878 scopus 로고
    • Genetic algorithms in optimization of system reliability
    • Painton, L., & Campbell, J. (1995). Genetic algorithms in optimization of system reliability. IEEE Transactions on Reliability, 44(2), 172-178.
    • (1995) IEEE Transactions on Reliability , vol.44 , Issue.2 , pp. 172-178
    • Painton, L.1    Campbell, J.2
  • 67
    • 0026851179 scopus 로고
    • Genetic tuning of digital PID controllers
    • Porter, B., & Jones, A. H. (1992). Genetic tuning of digital PID controllers. Electronics Letters, 28(9), 843-844.
    • (1992) Electronics Letters , vol.28 , Issue.9 , pp. 843-844
    • Porter, B.1    Jones, A.H.2
  • 68
    • 0031343623 scopus 로고    scopus 로고
    • Collision-free motion planning of multiarm robots using evolutionary algorithms
    • Rana, A. S., & Zalzala, A. M. S. (1997). Collision-free motion planning of multiarm robots using evolutionary algorithms. Proceedings of the Institution of Mechanical Engineers Part 1, 211, 373-384.
    • (1997) Proceedings of the Institution of Mechanical Engineers , vol.211 , Issue.PART 1 , pp. 373-384
    • Rana, A.S.1    Zalzala, A.M.S.2
  • 70
    • 0032157653 scopus 로고    scopus 로고
    • Design of reliable systems using static and dynamic fault trees
    • Ren, Y., & Bechta Dugan, J. (1998). Design of reliable systems using static and dynamic fault trees. IEEE Transactions on Reliability, 47(3), 234-244.
    • (1998) IEEE Transactions on Reliability , vol.47 , Issue.3 , pp. 234-244
    • Ren, Y.1    Bechta Dugan, J.2
  • 72
    • 0034745536 scopus 로고    scopus 로고
    • On-line evolution of robust control systems: An industrial active magnetic bearing application
    • Schroder, P., Green, B., Grum, N., & Fleming, P. J. (2001). On-line evolution of robust control systems: An industrial active magnetic bearing application. Control Engineering Practice, 9(1), 37-49.
    • (2001) Control Engineering Practice , vol.9 , Issue.1 , pp. 37-49
    • Schroder, P.1    Green, B.2    Grum, N.3    Fleming, P.J.4
  • 75
    • 0032051444 scopus 로고    scopus 로고
    • Using genetic algorithms to design a control strategy of an industrial process
    • Sette, S., Boullart, L., & Langenhove, L. V. (1998). Using genetic algorithms to design a control strategy of an industrial process. Control Engineering Practice, 6(4), 523-527.
    • (1998) Control Engineering Practice , vol.6 , Issue.4 , pp. 523-527
    • Sette, S.1    Boullart, L.2    Langenhove, L.V.3
  • 76
    • 0032689498 scopus 로고    scopus 로고
    • Distributed aero-engine control systems architecture selection using multi-objective optimisation
    • Thompson, H. A., Chipperfield, A. J., Fleming, P. J., & Legge, C. (1999). Distributed aero-engine control systems architecture selection using multi-objective optimisation. Control Engineering Practice, 7(5), 655-664.
    • (1999) Control Engineering Practice , vol.7 , Issue.5 , pp. 655-664
    • Thompson, H.A.1    Chipperfield, A.J.2    Fleming, P.J.3    Legge, C.4
  • 77
    • 0032122985 scopus 로고    scopus 로고
    • Genetic-based fuzzy clustering for DC-motor friction identification and compensation
    • Tzes, A., Peng, P. Y., & Guthy, J. (1998). Genetic-based fuzzy clustering for DC-motor friction identification and compensation. IEEE Transactions on Control Systems Technology, 6(4), 462-472.
    • (1998) IEEE Transactions on Control Systems Technology , vol.6 , Issue.4 , pp. 462-472
    • Tzes, A.1    Peng, P.Y.2    Guthy, J.3
  • 79
    • 0034201456 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: Analyzing the state-of-the-art
    • Veldhuizen, D. A. V., & Lamont, G. B. (2000). Multiobjective evolutionary algorithms: Analyzing the state-of-the-art. Evolutionary Computation, 8(2), 125-147.
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 125-147
    • Veldhuizen, D.A.V.1    Lamont, G.B.2
  • 80
    • 0032676286 scopus 로고    scopus 로고
    • Genetic approach to decentralised PI controller tuning for multivariable processes
    • Vlachos, C., Williams, D., & Gomm, J. B. (1999). Genetic approach to decentralised PI controller tuning for multivariable processes. IEE Proceedings - Control Theory and Applications, 146(1), 58-64.
    • (1999) IEE Proceedings - Control Theory and Applications , vol.146 , Issue.1 , pp. 58-64
    • Vlachos, C.1    Williams, D.2    Gomm, J.B.3
  • 84
    • 0015679781 scopus 로고
    • Design of dynamical control systems by the method of inequalities
    • Zakian, V., & Al-Naib, U. (1973). Design of dynamical control systems by the method of inequalities. Proceedings of the IEE, 120, 1421-1427.
    • (1973) Proceedings of the IEE , vol.120 , pp. 1421-1427
    • Zakian, V.1    Al-Naib, U.2
  • 85
    • 0034249646 scopus 로고    scopus 로고
    • A float-encoded genetic algorithm technique for integrated optimization of piezoelectric actuator and sensor placement and feedback gains
    • Zhang, H., Lennox, B., Goulding, P. R., & Leung, A. Y. T. (2000). A float-encoded genetic algorithm technique for integrated optimization of piezoelectric actuator and sensor placement and feedback gains. Smart Materials and Structures, 9, 552-557.
    • (2000) Smart Materials and Structures , vol.9 , pp. 552-557
    • Zhang, H.1    Lennox, B.2    Goulding, P.R.3    Leung, A.Y.T.4


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