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In this paper, we discuss rolling regulations of hot strip mills and use mechanism models to build operation optimization problem (OOP). However, the OOP takes on the character of highly nonlinearity and coupling. It is difficult to solve the global optimal solution of OOP. To overcome this difficulty, we present the method based on GP Modeling. Because (GP) problem can be transformed into a convex...