Abstract
A Method for Prioritizing Qualitative Scenarios In Evaluating Enterprise Architecture Using Non-Dominated Sorting Genetic Algorithm II
Highlights
Enterprise Architecture is a framework for the development and management of the organization's information technology resources to achieve organizational goals [1]
Since none of the recent studies meets the prioritizing qualitative scenarios requirements, considering proper prioritizing criteria and reaching an appropriate speed priority, non-dominated sorting genetic algorithms is used in this study (NSGA-II), which considered more criteria for prioritizing scenarios and has a better speed comparing to previous methods like gene
Some of the methods that existed for enterprise architecture evaluation were investigated briefly in this article
Summary
Enterprise Architecture is a framework for the development and management of the organization's information technology resources to achieve organizational goals [1]. Different methods are proposed for evaluating enterprise architecture, each one having its own features and characteristics and in a way helping organizations’ decision-making [2]. In the field of software architecture evaluation different methods are used which are based on qualitative scenarios. Since none of the recent studies meets the prioritizing qualitative scenarios requirements, considering proper prioritizing criteria and reaching an appropriate speed priority, non-dominated sorting genetic algorithms is used in this study (NSGA-II), which considered more criteria for prioritizing scenarios and has a better speed comparing to previous methods like gene. The proposed algorithm is evaluated in two case studies in the field of enterprise architecture and architecture software. The second case study shows that its speed is better than the speed of previous methods; since there is no repetitive scenario in the qualitative scenarios prioritizing, the exactness of this algorithm is better than the previous algorithms including genetic algorithm. The structure of this article includes several parts: second part is the previous works on the enterprise architecture evaluation, the third part contains NSGA - II algorithm, the forth part focus on the clarification of NSGA - II algorithm, the algorithm is evaluated in the fifth part and the results are presented in the sixth section
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