Designing control systems with multiple objectives

IEE Colloquium (Digest)

Volumn , Issue 142, 1999, Pages 19-22

  Fleming, Peter ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

MULTIOBJECTIVE GENETIC ALGORITHMS (MOGA); MULTIOBJECTIVE OPTIMIZATION (MO); PARETO-OPTIMAL SET; POPULATION-BASED METHODS;

COMPUTATIONAL COMPLEXITY; CONSTRAINT THEORY; CONTROL SYSTEM ANALYSIS; DECISION MAKING; GENETIC ALGORITHMS; INTERPOLATION; OPTIMIZATION; POPULATION STATISTICS; PROBLEM SOLVING; RANDOM PROCESSES; SET THEORY;

SYSTEMS ENGINEERING;

EID: 6344284882     PISSN: 09633308     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (7)

1. Chipperfield AJ and Fleming PJ (1996): Multiobjective gas turbine engine controller design using genetic algorithms, IEEE Transactions on Industrial Electronics, vol 43, no 5, pp 583-589.
2. Dakev, NV, Whidborne JF, Chipperfield AJ and Fleming PJ (1997): Evolutionary H∞ design of an EMS control system for a Maglev vehicle, Proc Inst Mech Engrs, Part I: J of Sys and Contr. Eng, vol 211, pp345-355.
3. Fonseca CM and Fleming PJ (1993): Genetic algorithms for multiobjective optimization: formulation, discussion and generalization, Proc Int Conf Genetic Algorithms, Illinois, pp 416-423.
4. Fonseca CM and Fleming PJ (1998a): Multiobjective optimization and multiple constraint handling with evolutionary algorithms - Part 1: A unified formulation, IEEE Trans Systems, Man and Cybernetics, vol 28, no 1, pp26-37.
5. Fonseca CM and Fleming PJ (1998b): Multiobjective optimization and multiple constraint handling with evolutionary algorithms - Part II: Application example, IEEE Trans Systems, Man and Cybernetics, vol 28, no 1, pp38-47.
6. Hwang C-L and. Masud ASM (1979): Multiple Objective Decision Making - Methods and Applications, Vol. 164 of Lecture Notes in Economics and Mathematical Systems, Springer-Verlag, Berlin.
7. 2/H∞ optimal magnetic bearing controllers, Proc UKACC International Conference on CONTROL '98, Swansea, UK, pp 1123-1128.