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Numerical Linear Algebra and Optimization

Philip E. Gill, Walter Murray, and Margaret H. Wright
This classic volume covers the fundamentals of two closely related topics: linear systems (linear equations and least-squares) and linear programming (optimizing a linear function subject to linear constraints).

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