Chapter

Evolutionary Multi-Criterion Optimization

Volume 2632 of the series Lecture Notes in Computer Science pp 311-326

Date:

Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications

  • M. FarinaAffiliated withSTMicroelectronics
  • , K. DebAffiliated withDept. of Mechanical Engg. IITK Kanpur, Kanpur Genetic Algorithms Laboratory (KanGAL)
  • , P. AmatoAffiliated withSTMicroelectronics

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Abstract

Parametric and dynamic multiobjective optimization problems for adaptive optimal control are carefully defined; some test problems are introduced for both continuous and discrete design spaces. A simple example of a dynamic multiobjective optimization problems arising from a dynamic control loop is given and an extension for dynamic situation of a previously proposed search direction based method is proposed and tested on the proposed test problems.