The algebraic approach to discrete event systems, is based on the observation that certain basic systems can be regarded as linear over suitable semirings in which the addition operation is idempotent. Surprisingly, many of the classical results of linear algebra and analysis have analogues over these idempotent semirings, giving rise to the subject of "idempotent analysis". Many of the questions rasied above can now be solved by idempotent linear techniques. However, these have not yet been applied to industrial scale problems and have not yet been incorporated in design tools for engineering use.
Idempotent analysis turns out to have important implications for a wide variety of subjects: algebric automata theory, particularly decision problems relating to distance automata; viscosity solutions of nonlinear partial differential equations, particularly the Hamilton-Jacobi-Bellman equation; optimisation theory, where an idempotent measure theory appears as the large deviation limit of classical probability theory; fixed point problems for mappings which are nonexpansive with respect to the supremum norm. These, and other, directions are under intensive investigation at the various nodes of this Research Network.
The challenge for the algebraic approach is threefold:
Geert-Jan Olsder
Delft University of Technology
Faculty of Technical mathematics and Informatics
PO Box 5031, 2600 GA Delft, Holland
Tel: +31 15 278 1912
Fax: +31 15 278 7209
Elm: g.j.olsder@math.tudelft.nl
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(May 1996).
Last Updated: 1st May 1996.