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Suppose that each item is a task and we want to find an allocation that minimizes the completion time of the last task in an envy-free manner, where no agent prefers anyone else's allocated task bundle over its own.
And, this remote assignment still minimizes the completion time of the corresponding processing step.
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The simulation results prove the effectiveness of the proposed research work by minimizing the completion time, cost and job rejection ratio and maximizing the number of jobs completing their applications within a deadline and meeting the user's satisfaction.
The flowshop problem is one of scheduling jobs in an assembly line with the objective of minimizing the completion time or makespan.
Today many Engineer-to-Order (ETO) companies are under pressure to reduce their costs while minimizing the completion time on-site.
A two-phase local search algorithm is developed and applied to the permutation flow shop scheduling problem, with the objective of minimizing the completion time variance.
In this paper, under the premise of satisfying the precedence conditions of forming the service chain, we study how to minimize the completion time of the whole system through efficient mapping and preemptive scheduling of functions for multiple service chains.
We prove that this problem is NP-hard by reduction from Bratley's scheduling problem 1∣∣rj,˜dj∣∣Cmax and we suggest a solution based on ILP (Integer Linear Programming) that allows one to minimize the completion time.
The aim of the protocol is to minimize the makespan, i.e. the maximum completion time of the tasks, while the objective of each agent is to minimize the completion time of its task and thus an agent may lie if by doing so, his task may finish earlier.
If we can minimize the completion time of each step, we would be able to minimize the MPCT.
Whereas ECT works in a different way: it strives to minimize the completion time of each processing step of the map phase without any duplicated execution.
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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