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STEP 2 Searching of routes satisfying the 3 basic criteria The algorithm checks if the available routes for the specified points of origin-destination satisfy the maximum acceptable walking distance between PT means, the acceptable transportation mean type and the maximum number of acceptable interchanges.
By maximising these two criteria, the algorithm delivers a ranking of EMs in increasing order of percentage of explained variance in the measured flux data, and a functional enviromics map (FEM) representing the strength of up- or down-regulation of EMs by environmental factors.
In order to be congruent with the DSM-IV criteria, the algorithm developed and validated by Spitzer et al. was used for classification: "Major depressive disorder" was defined as having at least five questions answered with "more than half the time in the past two weeks", of which at least one of the first two questions (little interest in doing things, feeling depressed) had to be included.
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After satisfying a stopping criterion, the algorithm shifts to the SQP method.
Stopping criterion: The algorithm is stopped when no new solution is accepted for 100 consecutive steps.
The first criterion the algorithm checks is the same as the first one of the initial stage of DMSP described by (2).
The diagnosis and classification of GPA was made according to criteria of the American College of Rheumatology, the Chapel Hill criteria and the algorithm published by Watts et al. [ 29- 31].
We use an evolutionary algorithm to solve the dynamic optimization problem and study the relationship between performance criteria of the algorithm and the landscape measures.
The stopping criteria of the algorithm are also developed using the S-estimator.
A predicate is defined for measuring the merging criteria and the algorithm makes greedy decisions to produce the final segmentation.
In Section 2, the main input measurements, control parameters and assessment criteria of the algorithm are presented.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com