On Piecewise Linear Functions and Piecewise Linear Equations

Published Online:https://doi.org/10.1287/moor.5.4.510

In this paper we treat of the number of solutions of certain piecewise linear (p.l.) equations and of necessary and sufficient conditions for a PL function to be a homeomorphism. The function f: RnRm is PL when a finite set H of hyperplanes exists such that Rn\∪H is the disjoint union of open polyhedral sets C1, …, Cq and F ∣ C̄ (x) = Aix + bi with AiRn,n, BiRn for i = 1, …, q. Letting H* be the set of points common to at least two hyperplanes in ∪ H, we show that when det A1, … , det Aq all have the same sign then F, restricted to Rn\F−1 [F(H*)], is a covering map. From this we conclude that for γ ∈ Rn/F(H*) the number m of solutions of the equation F(x) = γ is independent of γ, whereas for γ ∈ F(H*) it is m at most. The particular case m = 1 provides several alternative sets of necessary and sufficient conditions for F to be a homeomorphism. Sufficient conditions were earlier provided by Fujisawa and Kuh. By one of our theorems equality of the signs of det A1 …, det Aq is necessary and sufficient for F to be a homeomorphism when at each point of H* the normals to the hyperplanes HiH meeting at that point are linearly independent. Theorems for the local homeomorphism of F are provided as well. All the theorems on homeomorphism are also cast in the form of algorithms by which homeomorphism can be determined in practice.

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