Mohamed Mai, Ali Ahmed M, Abdel-Basset Mohamed, Abouhawwash Mohamed, Askar S S, Tantawy Alshaimaa A
Faculty of Computers and Informatics, Zagazig University, Zagazig 44519, Sharqiyah, Egypt.
Department of Computational Mathematics, Science, and Engineering (CMSE), College of Engineering, Michigan State University, East Lansing, MI 48824, USA.
Heliyon. 2024 Apr 1;10(7):e29033. doi: 10.1016/j.heliyon.2024.e29033. eCollection 2024 Apr 15.
As is well-known, multicriteria decision-making (MCDM) approaches can aid decision-makers in identifying the optimal alternative based on predetermined criteria. However, it is a big challenge to apply this approach in complex applications such as 5th generation (5G) industry assessment because criteria are challenging and trade-offs between them are hard. Also, assessment of the 5G industry involve strong uncertainty. So, this study is the first to evaluate the 5G industry using a new neutrosophic simple multi-attribute rating technique (N-SMART). Since neutrosophic set considers truth-degree, indeterminacy-degree, and falsity-degree, it is a more accurate instrument for evaluating uncertainty. The 5G assessment issue exemplifies the validity and great performance of our proposed method as: (1) its ability to deal with uncertainty phenomena; (2) its simplicity; and (3) its enhanced capacity to discern alternatives. Also, by considering the 5G service provided in the Egyptian New Administrative capital as a case study, the results showed that Ericsson 5G is the best choice and Nokia 5G is the worst choice.
众所周知,多准则决策(MCDM)方法可以帮助决策者根据预先确定的准则确定最优方案。然而,在诸如第五代(5G)行业评估等复杂应用中应用该方法是一项巨大挑战,因为准则具有挑战性且它们之间的权衡很困难。此外,5G行业评估涉及强烈的不确定性。因此,本研究首次使用一种新的中智简单多属性评级技术(N-SMART)对5G行业进行评估。由于中智集考虑真度、不确定度和假度,它是评估不确定性的更准确工具。5G评估问题体现了我们所提出方法的有效性和卓越性能,具体表现为:(1)处理不确定性现象的能力;(2)其简单性;(3)辨别方案的增强能力。此外,通过将埃及新行政首都提供的5G服务作为案例研究,结果表明爱立信5G是最佳选择,诺基亚5G是最差选择。