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An improvement algorithm is a heuristic algorithm that generally starts with a feasible solution and iteratively tries to obtain a better solution.
In the case of random initializations and no constraints, HALS is able to obtain a better solution than PG. Figure 2 Algorithm performances for different values of J.
Intuitively, if we spend more time finding a good solution for each of the partial covering problems, we should be able to cover all the tests with fewer configurations and hence obtain a better solution of the planning problem.
Thus, the graph-based technique can obtain a better solution than the greedy one based on the fact that the messages exchanged among nodes regard the impact of nodes' decisions on their neighboring nodes.
In engineering optimization problems such as the welded beam, cuckoo search algorithm was able to obtain a better solution than the other algorithms (Ragsdell and Phillips 1976, Cagnina et al. 2008).
To obtain a better solution and at the same time to be able to estimate the variance of the noise, we propose to use the VBA [28 30] which consists in approximating the joint posterior by a separable one and then using it to do the inference.
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Moreover, in most cases the EA obtains a better solution than that found by the BS method.
Experimental results indicated that the four proposed CDRs with 95% CI obtained a better solution in comparison with selected scheduling rules from the literature.
The difference between Tables 3 and 4 indicates the feature selection on a reduced feature space of original dataset potentially obtains a better solution.
The results are competitive with those of MMA (the proposed model obtains a better solution for instance S5 when compared to MMA).
Asking the head of surgical services to provide a forecast concerning the three times (preparation, surgery, and cleanup) for each operation increases the complexity in using the system; it also increases the complexity of the model without obtaining a better solution since all the data are used for the estimate.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com