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By constructing appropriate Markov processes, we obtain the probability distribution of the production flow time and derive formulas for throughput, the loss probability of type-2 workpieces, and the mean flow time.
First, to understand the performance of the proposed rules in different performance measures, e.g., the system's throughput, the mean flow time of parts (MFTP) and the mean tardiness of parts (MTP).
Experimental results show that composite dispatching rules generated by our genetic programming framework outperforms the single dispatching rules and composite dispatching rules selected from literature over five large validation sets with respect to minimum makespan, mean tardiness, and mean flow time objectives.
The objective function is minimization of mean flow time and mean tardiness.
The experimental results for the mean flow time are indicated in Fig. 2.
The objective of the problem is minimization of mean flow time and mean tardiness.
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The optimization criteria are to simultaneously minimize mean weighted flow time and mean weighted tardiness.
At ECLS initiation, the mean no flow was 0.8 ± 3.9 min and mean low flow (time between the time of refractory cardiac arrest and time at which an ECLS flow was provided) was 71 ± 37 min.
In addition, considering the data center's own particular characteristics, these traditional static techniques do not take the mean flow completion time and deadline into consideration as well.
(ii) If there are multiple candidate demands after the first step, then the Shortest Demand First (SDF) principle is applied, which aims to meet as many deadlines as possible and reduce the mean flow completion time.
Three indices (RSBI, P0.1 and RSBI* P0.1) were included in the model 1 and four indices (RSBI, RSBI* P0.1, SampEn and largest lyapunov exponents of mean inspiratory flow time series) were selected in model 2 respectively, which was proven to discriminate more accurately patients with different weaning outcome.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com