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Titlebook: Continuous Nonlinear Optimization for Engineering Applications in GAMS Technology; Neculai Andrei Book 2017 Springer International Publish

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Vernetztes ProzeßkostenmanagementThis algorithm is a very interesting and profitable combination of the generalized reduced gradient with the sequential linear programming and with the sequential quadratic programming. All these algorithms are imbedded in the generalized reduced gradient (GRG) scheme as described in Drud (1976, 1983, 1985, 1994, 1995, 1996, 2011).
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Simple Bound Constraints Optimization,The simple bound constraints optimization is a class of nonlinear optimization problems with a special structure, found in many real practical applications. The mathematical model of these problems is as follows:
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Linearly Constrained Augmented Lagrangian: MINOS,In this chapter we present one of the most respectable algorithms and softwares for solving general nonlinear optimization problems given by Murtagh and Saunders (1978, 1980, 1982, 1995). The main idea behind this method is to generate a step by minimizing the Lagrangian or the augmented Lagrangian subject to the linearizations of the constraints.
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Sequential Quadratic Programming (SQP),SQP is an active-set method. In this chapter we consider both the equality-constrained and the inequality-constrained sequential quadratic programming.
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A SQP Algorithm with Successive Error Restoration: NLPQLP,Let us consider the general nonlinear optimization problem with equality and inequality constraints:where it is assumed that the functions . : .. → ., and .. : .. → ., . = 1 ,  …  , ., are twice continuously differentiable. Also, assume that
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A SQP Algorithm for Large-Scale Constrained Optimization: SNOPT,The algorithm described in this chapter, elaborated by Gill et al. (2002, 2005), is dedicated to solve nonlinear optimization problems of the following form:
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