模糊算法在竞争力影响因素分析中的应用——基于亲和力理论的巴西和秘鲁案例研究

IF 1.9 3区 数学 Q1 MATHEMATICS, APPLIED
Axioms Pub Date : 2023-11-08 DOI:10.3390/axioms12111038
Luciano Barcellos-Paula, Aline Castro-Rezende, Daniela Fantoni Alvares
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引用次数: 0

摘要

创新在世界各国的经济中起着至关重要的作用。在拉丁美洲,各国通过支持创新的公共和私人激励措施来培育竞争力。此外,创业激励措施寻求改善国家绩效,尽管企业增长率低和非正式性等因素可能会影响到这一点。尽管作出了努力,但在实现竞争力方面仍有若干困难,而且在发展中国家的研究很少。因此,本文探讨了影响竞争力的因素之间的关系,特别是巴西和秘鲁的创新和创业的作用。本研究采用定量定性方法,通过建模、仿真和案例研究相结合。作者采用国际管理发展研究所(IMD)世界竞争力排名建立的方法,使用亲和力理论来验证构成竞争力格局的指标与其最重要和最具吸引力的因素之间的关系。因此,该算法可以让我们知道经济吸引力的五个因素与四个竞争力指标之间的关系。该研究的主要贡献在于,它推动了创新和创业知识的前沿,因为很少有研究探讨发展中国家的竞争力。此外,它还提供了该算法应用的详细解释,使研究人员能够在其他场景中重现该方法。实际上,它可以支持决策者制定发展战略和刺激商业竞争力。此外,学术界和商界领袖可以通过创新和创业方面的应用研究加强校企合作。其中一个限制是参与研究的国家数量。作者提出了未来的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Algorithm Applied to Factors Influencing Competitiveness: A Case Study of Brazil and Peru through Affinities Theory
Innovation plays a crucial role in the economy of nations worldwide. In Latin America, countries foster competitiveness through public and private incentives to support innovation. Moreover, entrepreneurship incentives seek to improve countries’ performance, although factors such as low business growth rates and informality can compromise it. Despite the efforts, there are several difficulties in achieving competitiveness, and few studies in developing countries. Therefore, the article explores the relationship between the factors that influence competitiveness, especially the role of innovation and entrepreneurship in Brazil and Peru. The research uses quantitative-qualitative methodology through modeling and simulation and a case study. The authors use the Affinities Theory to verify the relationship between the indicators that make up the competitiveness landscape and its most significant and attractive factors, adapting the methodology established by the International Institute for Management Development (IMD) World Competitiveness ranking. As a result, this algorithm allows us to know the relationships between five factors of economic attractiveness and four competitiveness indicators. As its main contributions, the study advances the frontier of knowledge about innovation and entrepreneurship, as few studies explore competitiveness in developing countries. Also, it offers a detailed explanation of the application of this algorithm, allowing researchers to reproduce this methodology in other scenarios. Practically, it might support policymakers in formulating development strategies and stimuli for business competitiveness. In addition, academic and business leaders can strengthen university-business collaboration with applied research in innovation and entrepreneurship. One limitation would be the number of countries participating in the research. The authors suggest future lines of research.
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来源期刊
Axioms
Axioms Mathematics-Algebra and Number Theory
自引率
10.00%
发文量
604
审稿时长
11 weeks
期刊介绍: Axiomatic theories in physics and in mathematics (for example, axiomatic theory of thermodynamics, and also either the axiomatic classical set theory or the axiomatic fuzzy set theory) Axiomatization, axiomatic methods, theorems, mathematical proofs Algebraic structures, field theory, group theory, topology, vector spaces Mathematical analysis Mathematical physics Mathematical logic, and non-classical logics, such as fuzzy logic, modal logic, non-monotonic logic. etc. Classical and fuzzy set theories Number theory Systems theory Classical measures, fuzzy measures, representation theory, and probability theory Graph theory Information theory Entropy Symmetry Differential equations and dynamical systems Relativity and quantum theories Mathematical chemistry Automata theory Mathematical problems of artificial intelligence Complex networks from a mathematical viewpoint Reasoning under uncertainty Interdisciplinary applications of mathematical theory.
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