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Penalty Fuzzy Function for Derivative-Free Optimization
2011Penalty and Barrier methods are normally used to solve Nonlinear Optimization Constrained Problems. The problems appear in areas such as engineering and are often characterized by the fact that involved functions (objective and constraints) are non-smooth and/or their derivatives are not know.
Matias, João +5 more
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Derivative-Free Generalized Field Development Optimization
SPE Annual Technical Conference and Exhibition, 2013Abstract Given the substantial costs and potential rewards associated with petroleum field development and reservoir management, it is essential that these operations be performed as close to optimally as possible. This paper addresses problems where the goal is to simultaneously determine the optimal number and type of new wells, the ...
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Numerical analysis for derivative-free optimization
2023In many optimization problems, the objective function is available only as the output of a blackbox. In this context, derivative-free optimization (DFO) methods can be used to solve the optimization problem. Derivative-free optimization methods may be classified into two main categories: direct search methods and model-based methods.
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Classical Derivative-free Methods of Optimization
2023Debasish Roy, G. Visweswara Rao
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