Abstract: This paper formulates the learning of support vector machines (SVM) as a linear programming problem. An SVM has the property that it chooses the minimum number of data points to use as the ...

The problems in the practical engineering design of large-scale complex systems always contain multiply optimal objectives and several smaller functional units (subsystems). Aiming at the multiple ...