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Trust-Region Filter (TRF) solver is developed using the concepts from nonlinear optimisation, derivative-free optimisation and surrogate modelling, and is used to optimise grey box optimisation problems (a combination of glass box mathematical models with available derivative information and the black box models without derivative information).