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The Shuffled Complex Evolution algorithm is used to optimise model parameters.
Then simulated annealing (SA) [ 31] is used to quantitatively optimise model kinetic rate constants obtained from the qualitative approach.
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Some of King's most telling points are reserved for modern economists, whom he depicts as increasingly unable to explain why money exists, as baffled by the concept of trust, and as all too often naively wedded to the so-called "optimising" model in which people rationally weigh up the utilitarian options before deciding how to act.
Model parameters have been partly derived form literature, when possible, whereas undetermined blocks parameters have been determined by optimising model output correspondence to real data acquired by ELITETM system in specific designed experimental set-ups.
Selecting the model with lowest BIC optimises model fit while at the same time avoiding over-fitting.
Optimised parameter values are shown in Table 2.> > A good fit was achieved by optimising model parameters using the training data; however, a better test of the model is to assess its ability to predict data not used in its construction.
The objective of this study was to develop a mixed-integer optimisation model that optimises technicians' sizes, workloads (service times), reliability, availability, performance (efficiency) and quality of workdone.
Contrary to existing optimisation models for OWT support structures, the proposed model is an integrated structural optimisation model, which optimises the components of the support structure (i.e. tower, transition piece, grout and monopile) simultaneously.
Subsequently, PSO was used to optimise the model based on mentality constraints.
Numerous algorithms for selecting suitable values of k are available, but selecting k to optimise a model criterion such as RMSE is a logical approach.
Linear genetic programming (LGP), a branch of artificial intelligence methods, is able to optimise the model structure and its components and to derive an explicit equation based on the variables of the phenomena.
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