publication . Part of book or chapter of book . 2010

Multi-Objective Nonlinear Model Predictive Control: Lexicographic Method

Zheng, Tao; Wu, Gang; Liu, Guang-Hong; Ling, Qing;
Open Access English
  • Published: 18 Aug 2010
  • Publisher: InTech
In this chapter, to avoid the disadvantages of weight coefficients in multi-objective dynamic optimization, lexicographic (completely stratified) and partially stratified frameworks of multi-objective controller are proposed. The lexicographic framework is absolutely prioritydriven and the partially stratified framework is a modification of it, they both can solve the multi-objective control problem with the concept of priority for objective’s relative importance, while the latter one is more flexible, without the rigidity of lexicographic method. Then, nonlinear model predictive controllers based on these frameworks are realized based on the modified genetic ...
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Part of book or chapter of book . 2010
Provider: InTech

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ISBN 978-953-307-102-2

Hard cover, 304 pages

Published online 18, August, 2010

Published in print edition August, 2010

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