Evolutionary design of fuzzy-logic controllers for manufacturing systems

CIRP Annals - Manufacturing Technology

Volumn 46, Issue 1, 1997, Pages 425-428

  Porter, B ^a   Zadeh, N N ^a  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Automation; Fuzzy logic; Production control

Indexed keywords

CONTROL EQUIPMENT; CONTROL SYSTEM SYNTHESIS; FUZZY CONTROL;

EVOLUTIONARY CONTROLLER DESIGN; NONREENTRANT MANUFACTURING SYSTEMS;

PRODUCTION CONTROL;

EID: 0030706311     PISSN: 00078506     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0007-8506(07)60857-9     Document Type: Article

References (11)

1. Akella, R., Kumar, P.R. 1986, Optimal control of production rates in a failure-prone manufacturing system, IEEE Trans. Automatic Control, AC-31: 116-126.
2. Bielecki, T., Kumar, P.R., 1988, Optimality of zero-inventory policies for unreliable manufacturing systems, Operations Research, 36: 533-541
3. Brandimarte, P., Sharifnia, A., Von Turkovich, B.F., 1996, Continuous flow models for manufacturing systems: a review, Annals of the CIRP, 45/1: 441-444.
4. Egilmez, K., Sharifnia, A. 1994, Optimal control of a manufacturing system based on a novel continuous-flow model with minimal WIP requirement, Proc. 4th Int. Conf. on Computer Integrated Manufacturing and Automation Technology, 113-118.
5. Gershwin, S.B., 1994, Manufacturing systems engineering. Prentice Hall, Englewood Cliffs, New jersey.
6. Goldberg, D.E., 1989, Genetic algorithms in search, optimization, and machine learning, Addison-Wesley, Reading, Massachusetts.
7. Kimemia, J.G., Gershwin, S.B., 1983. An algorithm for the computer control of a flexible manufacturing system, IIE Trans., 15: 353-362.
8. Porter, B., Allaoui, C., 1996, Genetic synthesis of optimal control policies for manufacturing systems. Proc. World Automation Congress, Montpellier, France.
9. Porter, B., Zadeh, N.N., 1997, Genetic design of fuzzy-logic controllers for manufacturing systems, Proc. IFAC Conf. on Control of Industrial Systems, Belfort, France.
10. Rechenberg, I., 1973, Evolutionsstrategie: Optimierung technischer systeme nach prinzipien der biologischen evolution, Frommann-Holzboog, Stuttgart.
11. Sharifnia, A., 1994, Stability and performance of distributed production control methods based on continuous-flow models, IEEE Trans. Automatic Control, AC-39, 725-737.