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The choice of model boundaries, the level of abstraction or idealisation, mathematical representation and used optimisation routines are highly individual for every energy model.
In this paper, the existing research works on DG allocation problem are reviewed from viewpoint of their used optimisation algorithms, objectives, decision variables, DG type, applied constraints and kind of uncertainty modelling.
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Hence, arriving at a single generalised solution model for solving RA problems using optimisation is not very likely.
Control systems engineers regularly use optimisation in design and on-line applications.
Thus, using optimisation software can lead to more efficient spatial planning solutions.
The learning process uses optimisation algorithms such as the Levenberg-Marquardt algorithm, gradient descent algorithm, genetic algorithm or some other natural optimisation algorithm.
This is possible using optimisation techniques such as the SWASA algorithm explained in Section 2.1 to develop an image metric-based colour quantisation algorithm [34].
Furthermore, a number of alternative designs, obtained by using optimisation techniques, are analysed for a number of different demand scenarios.
The top-level reliability indexes of a warship were reasonably allocated to all levels using optimisation methods.
The final step generates pipe routes, using optimisation techniques to minimise the length of pipes and the number of bends.
Maximization of (4), using optimisation algorithms such as the Newton-Raphson, yields consistent estimates of θ, given correct specification of the model; that is, the true data generating process (DGP) is NB2-Logit.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com