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By multi-objective optimization, the Pareto frontier solution for the ammonia-water power system is obtained.
On the other hand, the frontier solution applies when π q) > α.
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"We're not doing frontier solutions for a small group of early adopters," Mr. Arvonen said, but for a mass market.
We have to distinguish between interior and frontier solutions.
The non-dominated sorting genetic algorithm-II (NSGAII) was applied to the constructed ANNs to obtain optimal results in the form of Pareto Frontier solutions.
Several traditional multi-objective methods, such as changing weight method, e-constraint method, and neighborhood cultivation genetic algorithm were used to obtain the Pareto frontier solutions.
Application of the NSGA-II optimization algorithm can not only obtain Pareto frontier solutions, which can provide flexible selection schemes for a designer, but also manage the conflict between multiple objectives.
It is shown that by subsequent use of the virtual solutions from the response surface modelling (RS M of that software and their validation with Star-CD, a complete "Pareto-frontier solution" can be obtained.
The Pareto frontier includes solutions ranging from expedited, energy intensive schedules to prolonged, energy efficient schedules.
The MOGA creates a Pareto frontier of solutions, providing a benchmark for assessing the performance of other controllers in terms of both objectives.
The efficiency of each observation is measured by calculating the distance between the observed level of production and the production frontier as solutions of a linear programming problem.
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