Chebyshev and L1solutions of overdetermined systems of linear equations with bounded variables
Nabih N. Abdelmalek
Abstract
Nabih N. Abdelmalek
Abstract
Two algorithms are here presented. The first one is for obtaining a Chebyshev solution of an overdetermined system of linear equations subject to bounds on the elements of the solution vector. The second algorithm is for obtaining an L1 solution of an overdetermined system of linear equations subject to the same constraints. Efficient solutions are obtained using linear programming techniques. Numerical results and comments are given.
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Two algorithms are here presented. The first one is for obtaining a Chebyshev solution of an overdetermined system of linear equations subject to bounds on the elements of the solution vector. The second algorithm is for obtaining an L1 solution of an overdetermined system of linear equations subject to the same constraints. Efficient solutions are obtained using linear programming techniques. Numerical results and comments are given.
Key concepts: Overdetermined system, Mathematics, System of linear equations, Bounded function, Chebyshev filter, Linear equation, Linear system, Applied mathematics