This paper contains a partial result on the Pierce–Birkhoff conjecture on piece-wise polynomial functions defined by a finite collection {f 1,. …, f r} of polynomials. In the nineteen eighties, generalizing the problem from the polynomial ring to an artibtrary ring , J. Madden proved that the Pierce–Birkhoff conjecture for is equivalent to a statement about an arbitrary pair of points , Sper and their separating ideal < , >, we refer to this statement as the local Pierce-Birkhoff conjecture at , . In [8] we introduced a slightly stronger conjecture, also stated for a pair of points , Sper and the separating ideal < , >, called the Connectedness conjecture, about a finite collection of elements {f 1, . . ., fr} . In the paper [10] we introduced a new conjecture, called the Strong Connectednessconjecture, and proved that the Strong Connectedness conjecture in dimension n–1 implies the Strong Connectedness conjecture in dimension n in the case when ht(< ,
) n – 1.The Pierce-Birkhoff Conjecture for r = 2 is equivalent to the Connectedness Conjecture for r = 1, this conjecture is called the Separation Conjecture. The Strong Connectedness Conjecture for r = 1 is called the Strong Separation Conjecture. In the present paper, we fix a polynomial f R[x, z] where R is a real closed field and x = (x1, . . ., xn), z are n + 1 independent variables. We define the notion of two points , Sper R[x, z] being in good position with respect to f. The main result of this paper is a proof of the Strong Separation Conjecture in the case when and are in good position with respect to f.

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