Neutrosophic And Plithogenic Statistical Analysis In Educational Development

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Neutrosophic and Plithogenic Statistical Analysis in Educational Development

Fernando Castro Sánchez,Jorge Hernán Almeida Blacio,María Gabriel Flores Bracho,Danilo Rafael Andrade Santamaria,Ricardo Sánchez Casanova
Neutrosophic and Plithogenic Statistical Analysis in Educational Development Book PDF

Author : Fernando Castro Sánchez,Jorge Hernán Almeida Blacio,María Gabriel Flores Bracho,Danilo Rafael Andrade Santamaria,Ricardo Sánchez Casanova
Publisher : Infinite Study
Page : 12 pages
File Size : 51,7 Mb
Release : 2021-05-01
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic and Plithogenic Statistical Analysis in Educational Development by Fernando Castro Sánchez,Jorge Hernán Almeida Blacio,María Gabriel Flores Bracho,Danilo Rafael Andrade Santamaria,Ricardo Sánchez Casanova Pdf

Education in the history of humanity briefly establishes the general characteristics of education over time. Throughout life, the student goes through more than 18 years in the classrooms, because education has rigorously changed throughout history, as a result of the evolution of some universities during the processes carried out until changing categories and an improvement in the evaluated indicators. On the other hand, governments and leading entities of education speak of the application of standards of educational quality, the efficiency of the educational system, and sustainability of financing and quality of spending to ensure that students develop knowledge, skills, and attitudes in specific situations, in different contexts for solving problems and interacting with the main dimensions, with their factors or sub-dimensions, limitations or critical nodes and challenges of education. This study analyzes the effects that affect educational development through the neutrosophic statistical study with the application of plithogenic sets.

Neutrosophic Sets and Systems, Vol. 44, 2021. Special issue: Impact of neutrosophy in solving the Latin American's social problems

Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Neutrosophic Sets and Systems Vol 44 2021 Special issue Impact of neutrosophy in solving the Latin American s social problems Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Publisher : Infinite Study
Page : 475 pages
File Size : 43,8 Mb
Release : 2024-06-28
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 44, 2021. Special issue: Impact of neutrosophy in solving the Latin American's social problems by Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi Pdf

This special issue reflects the impact of neutrosophic theory in Latin America, especially after creating the Latin American Association of Neutrosophic Sciences. Among the areas of publication most addressed in the region are found in the interrelation of social sciences and neutrosophy, presenting outstanding results in these research areas. The main objective of this special issue is to divulge the impact publication related to the Neutrosophic theory and explore new areas of research and application in the region. The SI reflects the influence of the neutrosophic publications in Latin America by opening new research areas mainly related to Neutrosophic Statistics, Plithogeny, and NeutroAlgebra. Furthermore, it is worth mentioning the incorporation of authors from new countries in the region, such as Paraguay, Uruguay, and Panama, to have authors in total from 15 countries, 12 of them from the Latin American region.

New Development of Neutrosophic Probability, Neutrosophic Statistics, Neutrosophic Algebraic Structures, and Neutrosophic Plithogenic Optimizations

Florentin Smarandache,Yanhui Guo
New Development of Neutrosophic Probability Neutrosophic Statistics Neutrosophic Algebraic Structures and Neutrosophic Plithogenic Optimizations Book PDF

Author : Florentin Smarandache,Yanhui Guo
Publisher : Infinite Study
Page : 411 pages
File Size : 43,8 Mb
Release : 2022-09-01
Category : Mathematics
ISBN : 8210379456XXX

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New Development of Neutrosophic Probability, Neutrosophic Statistics, Neutrosophic Algebraic Structures, and Neutrosophic Plithogenic Optimizations by Florentin Smarandache,Yanhui Guo Pdf

This volume presents state-of-the-art papers on new topics related to neutrosophic theories, such as neutrosophic algebraic structures, neutrosophic triplet algebraic structures, neutrosophic extended triplet algebraic structures, neutrosophic algebraic hyperstructures, neutrosophic triplet algebraic hyperstructures, neutrosophic n-ary algebraic structures, neutrosophic n-ary algebraic hyperstructures, refined neutrosophic algebraic structures, refined neutrosophic algebraic hyperstructures, quadruple neutrosophic algebraic structures, refined quadruple neutrosophic algebraic structures, neutrosophic image processing, neutrosophic image classification, neutrosophic computer vision, neutrosophic machine learning, neutrosophic artificial intelligence, neutrosophic data analytics, neutrosophic deep learning, and neutrosophic symmetry, as well as their applications in the real world.

Collected Papers. Volume XIV

Florentin Smarandache
Collected Papers Volume XIV Book PDF

Author : Florentin Smarandache
Publisher : Infinite Study
Page : 970 pages
File Size : 40,7 Mb
Release : 2022-11-01
Category : Mathematics
ISBN : 8210379456XXX

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Collected Papers. Volume XIV by Florentin Smarandache Pdf

This fourteenth volume of Collected Papers is an eclectic tome of 87 papers in Neutrosophics and other fields, such as mathematics, fuzzy sets, intuitionistic fuzzy sets, picture fuzzy sets, information fusion, robotics, statistics, or extenics, comprising 936 pages, published between 2008-2022 in different scientific journals or currently in press, by the author alone or in collaboration with the following 99 co-authors (alphabetically ordered) from 26 countries: Ahmed B. Al-Nafee, Adesina Abdul Akeem Agboola, Akbar Rezaei, Shariful Alam, Marina Alonso, Fran Andujar, Toshinori Asai, Assia Bakali, Azmat Hussain, Daniela Baran, Bijan Davvaz, Bilal Hadjadji, Carlos Díaz Bohorquez, Robert N. Boyd, M. Caldas, Cenap Özel, Pankaj Chauhan, Victor Christianto, Salvador Coll, Shyamal Dalapati, Irfan Deli, Balasubramanian Elavarasan, Fahad Alsharari, Yonfei Feng, Daniela Gîfu, Rafael Rojas Gualdrón, Haipeng Wang, Hemant Kumar Gianey, Noel Batista Hernández, Abdel-Nasser Hussein, Ibrahim M. Hezam, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Muthusamy Karthika, Nour Eldeen M. Khalifa, Madad Khan, Kifayat Ullah, Valeri Kroumov, Tapan Kumar Roy, Deepesh Kunwar, Le Thi Nhung, Pedro López, Mai Mohamed, Manh Van Vu, Miguel A. Quiroz-Martínez, Marcel Migdalovici, Kritika Mishra, Mohamed Abdel-Basset, Mohamed Talea, Mohammad Hamidi, Mohammed Alshumrani, Mohamed Loey, Muhammad Akram, Muhammad Shabir, Mumtaz Ali, Nassim Abbas, Munazza Naz, Ngan Thi Roan, Nguyen Xuan Thao, Rishwanth Mani Parimala, Ion Pătrașcu, Surapati Pramanik, Quek Shio Gai, Qiang Guo, Rajab Ali Borzooei, Nimitha Rajesh, Jesús Estupiñan Ricardo, Juan Miguel Martínez Rubio, Saeed Mirvakili, Arsham Borumand Saeid, Saeid Jafari, Said Broumi, Ahmed A. Salama, Nirmala Sawan, Gheorghe Săvoiu, Ganeshsree Selvachandran, Seok-Zun Song, Shahzaib Ashraf, Jayant Singh, Rajesh Singh, Son Hoang Le, Tahir Mahmood, Kenta Takaya, Mirela Teodorescu, Ramalingam Udhayakumar, Maikel Y. Leyva Vázquez, V. Venkateswara Rao, Luige Vlădăreanu, Victor Vlădăreanu, Gabriela Vlădeanu, Michael Voskoglou, Yaser Saber, Yong Deng, You He, Youcef Chibani, Young Bae Jun, Wadei F. Al-Omeri, Hongbo Wang, Zayen Azzouz Omar.

Applications of Extended Plithogenic Sets in Plithogenic Sociogram

S. Sudha,Nivetha Martin,Florentin Smarandache
Applications of Extended Plithogenic Sets in Plithogenic Sociogram Book PDF

Author : S. Sudha,Nivetha Martin,Florentin Smarandache
Publisher : Infinite Study
Page : 28 pages
File Size : 41,6 Mb
Release : 2023-01-01
Category : Mathematics
ISBN : 8210379456XXX

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Applications of Extended Plithogenic Sets in Plithogenic Sociogram by S. Sudha,Nivetha Martin,Florentin Smarandache Pdf

The theory of plithogeny developed by Smarandache is described as a more generalized form of representing sets of different nature such as crisp, fuzzy, intuitionistic and neutrosophic. Plithogenic set comprises degree of appurtenance and contradiction degree with respect only to the dominant attribute. This paper introduces extended plithogenic sets comprising degrees of appurtenance and contradiction with respect to both dominant and recessive attributes. The extension of the 5-tuple Plithogenic sets to a 7- tuple plithogenic sets helps in developing a more comprehensive kind of Plithogenic sociogram. The newly developed plithogenic sets and its implications in Plithogenic sociogram is validated by the decision making problem on food processing industries. The obtained results using extended plithogenic sets are more promising in comparison to the conventional plithogenic sets. The proposed kind of plithogenic sets will benefit the decision makers to make optimal decisions based on both optimistic and pessimistic approaches.

Simulating chi-square data through algorithms in the presence of uncertainty

Muhammad Aslam,Osama H. Arif
Simulating chi square data through algorithms in the presence of uncertainty Book PDF

Author : Muhammad Aslam,Osama H. Arif
Publisher : Infinite Study
Page : 14 pages
File Size : 53,5 Mb
Release : 2024-01-01
Category : Mathematics
ISBN : 8210379456XXX

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Simulating chi-square data through algorithms in the presence of uncertainty by Muhammad Aslam,Osama H. Arif Pdf

This paper presents a novel methodology aimed at generating chi-square variates within the framework of neutrosophic statistics. It introduces algorithms designed for the generation of neutrosophic random chi-square variates and illustrates the distribution of these variates across a spectrum of indeterminacy levels. The investigation delves into the influence of indeterminacy on random numbers, revealing a significant impact across various degrees of freedom. Notably, the analysis of random variate tables demonstrates a consistent decrease in neutrosophic random variates as the degree of indeterminacy escalates across all degrees of freedom values. These findings underscore the pronounced effect of uncertainty on chi-square data generation. The proposed algorithm offers a valuable tool for generating data under conditions of uncertainty, particularly in scenarios where capturing real data proves challenging. Furthermore, the data generated through this approach holds utility in goodness-of-fit tests and assessments of variance homogeneity.

Topics and Trends in Current Statistics Education Research

Gail Burrill,Dani Ben-Zvi
Topics and Trends in Current Statistics Education Research Book PDF

Author : Gail Burrill,Dani Ben-Zvi
Publisher : Springer
Page : 422 pages
File Size : 40,8 Mb
Release : 2018-12-29
Category : Education
ISBN : 9783030034726

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Topics and Trends in Current Statistics Education Research by Gail Burrill,Dani Ben-Zvi Pdf

This book focuses on international research in statistics education, providing a solid understanding of the challenges in learning statistics. It presents the teaching and learning of statistics in various contexts, including designed settings for young children, students in formal schooling, tertiary level students, and teacher professional development. The book describes research on what to teach and platforms for delivering content (curriculum), strategies on how to teach for deep understanding, and includes several chapters on developing conceptual understanding (pedagogy and technology), teacher knowledge and beliefs, and the challenges teachers and students face when they solve statistical problems (reasoning and thinking). This new research in the field offers critical insights for college instructors, classroom teachers, curriculum designers, researchers in mathematics and statistics education as well as policy makers and newcomers to the field of statistics education. Statistics has become one of the key areas of study in the modern world of information and big data. The dramatic increase in demand for learning statistics in all disciplines is accompanied by tremendous growth in research in statistics education. Increasingly, countries are teaching more quantitative reasoning and statistics at lower and lower grade levels within mathematics, science and across many content areas. Research has revealed the many challenges in helping learners develop statistical literacy, reasoning, and thinking, and new curricula and technology tools show promise in facilitating the achievement of these desired outcomes.

Neutrosophic Sets and Systems, Vol. 37, 2020. Special issue: Impact of neutrosophy in solving the Latin American's social problems

Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Neutrosophic Sets and Systems Vol 37 2020 Special issue Impact of neutrosophy in solving the Latin American s social problems Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi
Publisher : Infinite Study
Page : 438 pages
File Size : 51,8 Mb
Release : 2024-06-28
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 37, 2020. Special issue: Impact of neutrosophy in solving the Latin American's social problems by Florentin Smarandache,Mohamed Abdel-Basset,Maikel Leyva Vazquez, Said Broumi Pdf

The main objective of this special issue is to divulge the applicability of the Neutrosophic Theory and to explore the possibilities and advantages of neutrosophic tools, through both the presentation of thorough research and case studies in solving social problems in Latin America. The best presentations discussed at the III International Congress of Educational Research and University Innovation, turned into papers, show us the capacity for socialization of neutrosophic knowledge and its link with this science of validation and consolidation of scientific knowledge. This publication with authors from 11 countries that we place in the hands of the international scientific community, constitutes an example of how in Latin America the Neutrosophy is contributing to complex solutions based on the results of scientific research carried out by teachers and students committed to the social responsibility of continuing to progress for the benefit of humanity.

Analysis of Technological Innovation Contribution to Gross Domestic Product Based on Neutrosophic Cognitive Maps and Neutrosophic Numbers

C. Mayorga Villamar,J. Suarez,L. De Lucas Coloma,C. Vera,Maikel Leyva
Analysis of Technological Innovation Contribution to Gross Domestic Product Based on Neutrosophic Cognitive Maps and Neutrosophic Numbers Book PDF

Author : C. Mayorga Villamar,J. Suarez,L. De Lucas Coloma,C. Vera,Maikel Leyva
Publisher : Infinite Study
Page : 10 pages
File Size : 46,6 Mb
Release : 2024-06-28
Category : Mathematics
ISBN : 8210379456XXX

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Analysis of Technological Innovation Contribution to Gross Domestic Product Based on Neutrosophic Cognitive Maps and Neutrosophic Numbers by C. Mayorga Villamar,J. Suarez,L. De Lucas Coloma,C. Vera,Maikel Leyva Pdf

The study aims to analyze the influence of technological innovation to Ecuador's gross domestic product, using a neutrosophic cognitive map that defines the factors that directly affect technological innovation.

Handbook of Research on the Applications of Neutrosophic Sets Theory and Their Extensions in Education

Broumi, Said
Handbook of Research on the Applications of Neutrosophic Sets Theory and Their Extensions in Education Book PDF

Author : Broumi, Said
Publisher : IGI Global
Page : 386 pages
File Size : 50,8 Mb
Release : 2023-06-09
Category : Mathematics
ISBN : 9781668478370

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Handbook of Research on the Applications of Neutrosophic Sets Theory and Their Extensions in Education by Broumi, Said Pdf

Fuzzy sets have experienced multiple expansions since their conception to enhance their capacity to convey complex information. Intuitionistic fuzzy sets, image fuzzy sets, q-rung orthopair fuzzy sets, and neutrosophic sets are a few of these extensions. Researchers and academics have acquired a lot of information about their theories and methods for making decisions. However, only a small number of research findings discuss how neutrosophic sets theory and their extensions (NSTEs) are used in education. The Handbook of Research on the Applications of Neutrosophic Sets Theory and Their Extensions in Education implements fresh scientific approaches to enhance the quality of decisions under neutrosophic environments, particularly within education. Covering key topics such as data modeling, educational technologies, decision making, and learning management systems, this major reference work is ideal for instructional designers, researchers, academicians, scholars, practitioners, instructors, and students.

Neutrosophic Sets and Systems, Vol. 30, 2019

Florentin Smarandache,Mohamed Abdel-Basset
Neutrosophic Sets and Systems Vol 30 2019 Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset
Publisher : Infinite Study
Page : 293 pages
File Size : 48,6 Mb
Release : 2024-06-28
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, Vol. 30, 2019 by Florentin Smarandache,Mohamed Abdel-Basset Pdf

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

Neutrosophic Sets and Systems Book Series, Vol. 30, 2019

Florentin Smarandache,Mohamed Abdel-Basset
Neutrosophic Sets and Systems Book Series Vol 30 2019 Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset
Publisher : Infinite Study
Page : 293 pages
File Size : 55,9 Mb
Release : 2024-06-28
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems Book Series, Vol. 30, 2019 by Florentin Smarandache,Mohamed Abdel-Basset Pdf

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

Introduction to Neutrosophic Statistics

Florentin Smarandache
Introduction to Neutrosophic Statistics Book PDF

Author : Florentin Smarandache
Publisher : Infinite Study
Page : 123 pages
File Size : 55,7 Mb
Release : 2014
Category : Mathematics
ISBN : 9781599732749

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Introduction to Neutrosophic Statistics by Florentin Smarandache Pdf

Neutrosophic Statistics means statistical analysis of population or sample that has indeterminate (imprecise, ambiguous, vague, incomplete, unknown) data. For example, the population or sample size might not be exactly determinate because of some individuals that partially belong to the population or sample, and partially they do not belong, or individuals whose appurtenance is completely unknown. Also, there are population or sample individuals whose data could be indeterminate. In this book, we develop the 1995 notion of neutrosophic statistics. We present various practical examples. It is possible to define the neutrosophic statistics in many ways, because there are various types of indeterminacies, depending on the problem to solve.

Neutrosophic Sets and Systems, vol. 49/2022

Florentin Smarandache,Mohamed Abdel-Basset,Said Broumi
Neutrosophic Sets and Systems vol 49 2022 Book PDF

Author : Florentin Smarandache,Mohamed Abdel-Basset,Said Broumi
Publisher : Infinite Study
Page : 611 pages
File Size : 43,5 Mb
Release : 2022-04-01
Category : Mathematics
ISBN : 8210379456XXX

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Neutrosophic Sets and Systems, vol. 49/2022 by Florentin Smarandache,Mohamed Abdel-Basset,Said Broumi Pdf

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc. Neutrosophy is a new branch of philosophy that studies the origin, nature, and scope of neutralities, as well as their interactions with different ideational spectra. This theory considers every notion or idea together with its opposite or negation and with their spectrum of neutralities in between them (i.e. notions or ideas supporting neither nor ). The and ideas together are referred to as . Neutrosophy is a generalization of Hegel's dialectics (the last one is based on and only). According to this theory every idea tends to be neutralized and balanced by and ideas - as a state of equilibrium. In a classical way , , are disjoint two by two. But, since in many cases the borders between notions are vague, imprecise, Sorites, it is possible that , , (and of course) have common parts two by two, or even all three of them as well. Neutrosophic Set and Neutrosophic Logic are generalizations of the fuzzy set and respectively fuzzy logic (especially of intuitionistic fuzzy set and respectively intuitionistic fuzzy logic).

Neutrosophic Sets in Decision Analysis and Operations Research

Abdel-Basset, Mohamed,Smarandache, Florentin
Neutrosophic Sets in Decision Analysis and Operations Research Book PDF

Author : Abdel-Basset, Mohamed,Smarandache, Florentin
Publisher : IGI Global
Page : 470 pages
File Size : 49,7 Mb
Release : 2019-12-27
Category : Computers
ISBN : 9781799825579

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Neutrosophic Sets in Decision Analysis and Operations Research by Abdel-Basset, Mohamed,Smarandache, Florentin Pdf

In information technology, the concepts of cost, time, delivery, space, quality, durability, and price have gained greater importance in solving managerial decision-making problems in supply chain models, transportation problems, and inventory control problems. Moreover, competition is becoming tougher in imprecise environments. Neutrosophic sets and logic are gaining significant attention in solving real-life problems that involve uncertainty, impreciseness, vagueness, incompleteness, inconsistency, and indeterminacy. Neutrosophic Sets in Decision Analysis and Operations Research is a critical, scholarly publication that examines various aspects of organizational research through mathematical equations and algorithms and presents neutrosophic theories and their applications in various optimization fields. Featuring a wide range of topics such as information retrieval, decision making, and matrices, this book is ideal for engineers, technicians, designers, mathematicians, practitioners of mathematics in economy and technology, scientists, academicians, professionals, managers, researchers, and students.