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The Extended Linear Complementarity Problem and Its Applications in Analysis and Control of Discrete-Event Systems

In: Pareto Optimality, Game Theory And Equilibria

Author

Listed:
  • Bart Schutter

    (Delft University of Technology)

Abstract

In this chapter, we give an overview of complementarity problems with a special focus on the extended linear complementarity problem (ELCP) and its applications in analysis and control of discrete-event systems such as traffic signal controlled intersections, manufacturing systems, railway networks, etc. We start by giving an introduction to the (regular) linear complementarity problem (LCP). Next, we discuss some extensions, with a particular emphasis on the ELCP, which can be considered to be the most general linear extension of the LCP. We then discuss some algorithms to compute one or all solutions of an ELCP. Next, we present a link between the ELCP and max-plus equations. This is then the basis for some applications of the ELCP in analysis and model-based predictive control of a special class of discrete-event systems. We also show that — although the general ELCP is NP-hard — the ELCP-based control problem can be transformed into a linear programming problem, which can be solved in polynomial time.

Suggested Citation

  • Bart Schutter, 2008. "The Extended Linear Complementarity Problem and Its Applications in Analysis and Control of Discrete-Event Systems," Springer Optimization and Its Applications, in: Altannar Chinchuluun & Panos M. Pardalos & Athanasios Migdalas & Leonidas Pitsoulis (ed.), Pareto Optimality, Game Theory And Equilibria, pages 541-570, Springer.
    • Handle: RePEc:spr:spochp:978-0-387-77247-9_21
    DOI: 10.1007/978-0-387-77247-9_21
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