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Constraint Handling

In: Introduction to Nonsmooth Optimization

Author

Listed:
  • Adil Bagirov

    (School of Information Technology and Mathematical Sciences, University of Ballarat)

  • Napsu Karmitsa

    (University of Turku)

  • Marko M. Mäkelä

    (University of Turku)

Abstract

Until now we have mainly considered unconstrained optimization problems. However, many practical optimization problems have restrictions of some kind that can be modeled as constraint functions to the cost function. In this chapter, we introduce some common ways of dealing with nonsmooth constrained optimization. That is, exact penalty formulation and linearization.

Suggested Citation

  • Adil Bagirov & Napsu Karmitsa & Marko M. Mäkelä, 2014. "Constraint Handling," Springer Books, in: Introduction to Nonsmooth Optimization, edition 127, chapter 0, pages 335-337, Springer.
    • Handle: RePEc:spr:sprchp:978-3-319-08114-4_16
    DOI: 10.1007/978-3-319-08114-4_16
    as

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