6533b7d7fe1ef96bd1267b59

RESEARCH PRODUCT

Min-max control of uncertain multi-inventory systems with multiplicative uncertainties

Raffaele PesentiFranco Blanchini

subject

Unit sphereMathematical optimizationMatrix (mathematics)Linear programmingControl and Systems EngineeringStochastic processMultiplicative functionAffine transformationElectrical and Electronic EngineeringSpecial caseInteger programmingComputer Science ApplicationsMathematics

description

In this note, we consider production-distribution systems with buffer and capacity constraints. For such systems, we assume that the model is not known exactly. More precisely, the entries of the matrix representing the system structure may be affine functions of some uncertain time-varying parameters that take values within assigned bounds. We give stabilizability conditions that can be checked, in principle, by solving a min-max problem on the surface of the state-space (buffer level space) unit ball. Then, we consider a special case in which each uncertain parameter affects a single column of the system matrix and is independent of all the other ones. In this case, we propose a mixed integer linear programming algorithm to check the stabilizability conditions and we provide a stabilizing control in an explicit form.

10.1109/9.928605http://hdl.handle.net/10278/16432