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Full Description
A complete and unified introduction to applications, theory and algorithms which contains modelling examples, computer based exercises and material on interior point methods and trust-region methods. Gives both numerical methods for optimisation and optomisation problems.
Contents
Part 1 Foundationsrepresentation of linear constraints. Part 2 Linear programming: geometry of linear programming; the simplex method; duality and sensitivity; enhancements of the simplex method; network problems; computationsl complexity of linear programming; basics of unconstrained optimization; methods; low storage methods.