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The proposed method is a useful tool to evaluate the CSHPSS system at early project stage as well as to perform parametric analysis in order to establish optimization and design criteria.
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In order to design the system, the established optimization criterion consists in determining the optimal number of servers so as to minimize the expected total cost function per unit time.
Application of established optimization methods assumes that an expert can state the optimization problem correctly.
Further, the convergence characteristics of the FA are compared to justify its efficiency with other well established optimization technique such as PSO, BFO and ABC.
A novel heuristic algorithm based on DS is presented to solve the established optimization model, and the constraint is handled by a penalty method using an S-type penalty function.
To solve the established optimization problem (1), the parameters of GA are taken as follows: Population size = 120 Probability of crossover ((P_text {c})) = 0.85 Probability of mutation ((P_text {m})) = 0.005 Number of iterations = 500 Number of runs = 20.
The optimum trajectory based on multi-objective optimization is discussed in terms of comprehensive criteria and different weight factors, and a novel heuristic algorithm to solve the established optimization model is presented.
Secondly, the optimal formation-flying trajectory is obtained to minimize the mission time by solving the established optimization model for maximizing the minimum monitoring profit of all GEO satellites.
Although several requirements for pol II shRNA expression have been established, optimization and direct assessment of different hairpin stem lengths, TSS and TTS have not been performed.
By representing networks and formulating the problem in this tensor form, we gain access to a wealth of established optimization methods for multidimensional arrays.
Moreover, we argue that the consensus cannot be achieved directly using the established optimization-based consensus model, because the consensus building is an interactive process that needs the participation of experts.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com