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Aggregation Functions Considering Criteria Interrelationships in Fuzzy Multi-Criteria Decision Making: State-of-the-Art

Aggregation Functions Considering Criteria Interrelationships in Fuzzy Multi-Criteria Decision Making: State-of-the-Art PDF Author: LE SUN
Publisher: Infinite Study
ISBN:
Category : Mathematics
Languages : en
Pages : 33
Book Description
Aggregation function is an important component in an information aggregation or information fusion system. Interrelationships usually exist between the input arguments (e.g., the criteria in the multicriteria decision making) of an aggregation function. In this paper, we make a comprehensive survey on the aggregation operators (AOs) that consider the argument interrelationships in crisp and fuzzy settings. In particular, we discuss the mechanisms of modeling the argument interrelationships of the Choquet integral (CI), the power average (PA), the Bonferroni mean (BM), the Heronian mean (HM), and the Maclaurin symmetric mean (MSM) operators, and introduce their extended (e.g., generalized or weighted) forms and their applications in different fuzzy sets. In addition, we compare these ve types of operators and summarize their advantages and disadvantages. Furthermore, we discuss the applications of these operators. Finally, we identify some future research directions in the AOs considering the argument interrelationships. The reviewed papers are mainly about the development of the CI, the PA, the BM, the HM, and the MSM in (fuzzy) MCDMs, most of which fall in the period of 20092018.

Aggregation Functions Considering Criteria Interrelationships in Fuzzy Multi-Criteria Decision Making: State-of-the-Art

Aggregation Functions Considering Criteria Interrelationships in Fuzzy Multi-Criteria Decision Making: State-of-the-Art PDF Author: LE SUN
Publisher: Infinite Study
ISBN:
Category : Mathematics
Languages : en
Pages : 33
Book Description
Aggregation function is an important component in an information aggregation or information fusion system. Interrelationships usually exist between the input arguments (e.g., the criteria in the multicriteria decision making) of an aggregation function. In this paper, we make a comprehensive survey on the aggregation operators (AOs) that consider the argument interrelationships in crisp and fuzzy settings. In particular, we discuss the mechanisms of modeling the argument interrelationships of the Choquet integral (CI), the power average (PA), the Bonferroni mean (BM), the Heronian mean (HM), and the Maclaurin symmetric mean (MSM) operators, and introduce their extended (e.g., generalized or weighted) forms and their applications in different fuzzy sets. In addition, we compare these ve types of operators and summarize their advantages and disadvantages. Furthermore, we discuss the applications of these operators. Finally, we identify some future research directions in the AOs considering the argument interrelationships. The reviewed papers are mainly about the development of the CI, the PA, the BM, the HM, and the MSM in (fuzzy) MCDMs, most of which fall in the period of 20092018.

Soft Computing and Fuzzy Methodologies in Innovation Management and Sustainability

Soft Computing and Fuzzy Methodologies in Innovation Management and Sustainability PDF Author: Ernesto León-Castro
Publisher: Springer Nature
ISBN: 3030961508
Category :
Languages : en
Pages :
Book Description


Intelligent and Fuzzy Techniques: Smart and Innovative Solutions

Intelligent and Fuzzy Techniques: Smart and Innovative Solutions PDF Author: Cengiz Kahraman
Publisher: Springer Nature
ISBN: 3030511561
Category : Technology & Engineering
Languages : en
Pages : 1705
Book Description
This book gathers the most recent developments in fuzzy & intelligence systems and real complex systems presented at INFUS 2020, held in Istanbul on July 21–23, 2020. The INFUS conferences are a well-established international research forum to advance the foundations and applications of intelligent and fuzzy systems, computational intelligence, and soft computing, highlighting studies on fuzzy & intelligence systems and real complex systems at universities and international research institutions. Covering a range of topics, including the theory and applications of fuzzy set extensions such as intuitionistic fuzzy sets, hesitant fuzzy sets, spherical fuzzy sets, and fuzzy decision-making; machine learning; risk assessment; heuristics; and clustering, the book is a valuable resource for academics, M.Sc. and Ph.D. students, as well as managers and engineers in industry and the service sectors.

Advances in Artificial Systems for Medicine and Education IV

Advances in Artificial Systems for Medicine and Education IV PDF Author: Zhengbing Hu
Publisher: Springer Nature
ISBN: 303067133X
Category : Computers
Languages : en
Pages : 410
Book Description
This book covers the latest advances for the development of artificial intelligence systems and their applications in various fields from medicine and technology to education. The proceedings comprise refereed papers presented at the Fourth International Conference of Artificial Intelligence, Medical Engineering, Education (AIMEE2020), held at the Mechanical Engineering Institute of the Russian Academy of Sciences, Moscow, Russia, in 3–4 October 2020. Given the rapid development of artificial intelligence systems, the book emphasizes the need for the intensification of training of a growing number of relevant specialists, in particular, in medical engineering to increase the effectiveness of medical diagnosing and treatment. In digital artificial intelligence systems, scientists endeavor to reproduce the innate intellectual abilities of human and other organisms, and the in-depth study of genetic systems and inherited biological processes can provide new approaches to create more and more effective artificial intelligence methods. Topics of the included papers concern thematic materials in the following spheres: mathematics and biomathematics; medical approaches; technological and educational approaches. The book is a compilation of state-of-the-art papers in the field, covering a comprehensive range of subjects that is relevant to business managers and engineering professionals alike. The breadth and depth of these proceedings make them an excellent resource for asset management practitioners, researchers, and academics, as well as undergraduate and postgraduate students interested in artificial intelligence and bioinformatics systems as well as their growing applications. Intended readership includes specialists, students, and other circles of readers who would like to know where artificial intelligence systems can be applied in the future with great benefit.

Health Information Science

Health Information Science PDF Author: Zhisheng Huang
Publisher: Springer Nature
ISBN: 3030619516
Category : Medical
Languages : en
Pages : 185
Book Description
This book constitutes the proceedings of the 9th International Conference on Health Information Science, HIS 2020, which took place in Amsterdam, The Netherlands, during October 20-23, 2020. The 11 full papers and 6 short papers presented in this volume were carefully reviewed and selected from 62 submissions. They were organized in topical sections named: mental health; medical record processing; medical information systems; medical diagnosis with machine learning; and health behavior and medication.

Risiko und Vertrauen – Risk and Trust

Risiko und Vertrauen – Risk and Trust PDF Author: Heike Springhart
Publisher: Evangelische Verlagsanstalt
ISBN: 337405367X
Category : Religion
Languages : de
Pages : 416
Book Description
Die Komplementärbegriffe Risiko und Vertrauen sind dazu geeignet, biblisch-theologische, systematisch-theologische, ethische und sozialtheoretische Perspektiven in ein produktives Gespräch zu bringen. Die Beiträge dieses Bandes nehmen die Fäden für dieses Gespräch auf und entfalten innovative Impulse für Theologie und Kirchenleitung, für Recht, Ökonomie und Zivilgesellschaft sowie für den Diskurs mit den Naturwissenschaften und die Ethik. Probleme der theologischen Anthropologie kommen dabei ebenso zur Sprache wie das ökonomische Risikomanagement, Risiko und Vertrauen im kirchenleitenden Handeln und das Problem des Rechtspopulismus. Der Band ist Michael Welker zum 70. Geburtstag gewidmet und vereint Beiträge von Autorinnen und Autoren aus Deutschland, den USA, Großbritannien, Ungarn, den Niederlanden und Südafrika. [Risk and Trust] Risk and Trust are complementary terms that can help shape a constructive conversation between biblical, theological, ethical and social theoretical perspectives. Contributions of this volume enter this conversation by unfolding impulses for theology and the church, for law, economics and the civil society as well as for the sciences and ethics. Topics include theological anthropology, trust and risk in economy and the political and theological challenges due to populism. This book is dedicated to Michael Welker for the occasion of his 70th birthday. It consists of contributions by authors from Germany, USA, Great Britain, the Netherlands, and South Africa.