Fuzzy Cognitive Maps And Neutrosophic Cognitive Maps
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Fuzzy Cognitive Maps And Neutrosophic Cognitive Maps
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Author : W. B. Vasantha Kandasamy
language : en
Publisher: Infinite Study
Release Date : 2003-01-01
Fuzzy Cognitive Maps And Neutrosophic Cognitive Maps written by W. B. Vasantha Kandasamy and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-01-01 with Mathematics categories.
In a world of chaotic alignments, traditional logic with its strict boundaries of truth and falsity has not imbued itself with the capability of reflecting the reality. Despite various attempts to reorient logic, there has remained an essential need for an alternative system that could infuse into itself a representation of the real world. Out of this need arose the system of Neutrosophy (the philosophy of neutralities, introduced by FLORENTIN SMARANDACHE), and its connected logic Neutrosophic Logic, which is a further generalization of the theory of Fuzzy Logic. In this book we study the concepts of Fuzzy Cognitive Maps (FCMs) and their Neutrosophic analogue, the Neutrosophic Cognitive Maps (NCMs). Fuzzy Cognitive Maps are fuzzy structures that strongly resemble neural networks, and they have powerful and far-reaching consequences as a mathematical tool for modeling complex systems. Neutrosophic Cognitive Maps are generalizations of FCMs, and their unique feature is the ability to handle indeterminacy in relations between two concepts thereby bringing greater sensitivity into the results. Some of the varied applications of FCMs and NCMs which has been explained by us, in this book, include: modeling of supervisory systems; design of hybrid models for complex systems; mobile robots and in intimate technology such as office plants; analysis of business performance assessment; formalism debate and legal rules; creating metabolic and regulatory network models; traffic and transportation problems; medical diagnostics; simulation of strategic planning process in intelligent systems; specific language impairment; web-mining inference application; child labor problem; industrial relations: between employer and employee, maximizing production and profit; decision support in intelligent intrusion detection system; hyper-knowledge representation in strategy formation; female infanticide; depression in terminally ill patients and finally, in the theory of community mobilization and women empowerment relative to the AIDS epidemic.
Fuzzy Cognitive Maps And Neutrosophic Cognitive Maps
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Author : W. B. Vasantha Kandasamy
language : en
Publisher:
Release Date : 2014-05-14
Fuzzy Cognitive Maps And Neutrosophic Cognitive Maps written by W. B. Vasantha Kandasamy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-14 with MATHEMATICS categories.
A New Neutrosophic Cognitive Map With Neutrosophic Sets On Connections Application In Project Management
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Author : Salah Hasan Saleh Al-Subhi
language : en
Publisher: Infinite Study
Release Date :
A New Neutrosophic Cognitive Map With Neutrosophic Sets On Connections Application In Project Management written by Salah Hasan Saleh Al-Subhi and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
This paper suggests a new decision-making model based on Neutrosophic Cognitive Maps (NCMs) for making comprehensive decisions from a multi-objective approach (diagnosis, decisions, and prediction) during the execution of many projects simultaneously.
Neutrosophic Cognitive Maps For Situation Analysis
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Author : Aasim Zafar
language : en
Publisher: Infinite Study
Release Date :
Neutrosophic Cognitive Maps For Situation Analysis written by Aasim Zafar and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
There are various factors which lead to the criminal behaviour in humans. Prominent researchers monitoring the situation of crime in Nigeria cite poverty, unemployment, family-breakdown, bribing & corruption, lack of co-operation from public and negative perception of police to be the major causes behind criminal behaviour.
Mod Cognitive Maps Models And Mod Natural Neutrosophic Cognitive Maps Models
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Author : W. B. Vasantha Kandasamy
language : en
Publisher: Infinite Study
Release Date :
Mod Cognitive Maps Models And Mod Natural Neutrosophic Cognitive Maps Models written by W. B. Vasantha Kandasamy and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
In this book authors for the first time introduce new mathematical models analogous to Fuzzy Cognitive Maps (FCMs) and Neutrosophic Cognitive Maps (NCMs) models. Several types of MOD Cognitive Maps models are constructed in this book. They are MOD Cognitive Maps model, MOD dual number Cognitive Maps model, MOD neutrosophic Cognitive Maps model, MOD finite complex number Cognitive Maps model, MOD special dual like number Cognitive Maps model, and MOD special quasi dual number Cognitive Maps model.
A Comparison Of Combined Overlap Block Fuzzy Cognitive Maps Cobfcm And Combined Overlap Block Neutrosophic Cognitive Map Cobncm In Finding The Hidden Patterns And Indeterminacies In Psychological Causal Models Case Study Of Adhd
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Author : Hojjatollah Farahani
language : en
Publisher: Infinite Study
Release Date :
A Comparison Of Combined Overlap Block Fuzzy Cognitive Maps Cobfcm And Combined Overlap Block Neutrosophic Cognitive Map Cobncm In Finding The Hidden Patterns And Indeterminacies In Psychological Causal Models Case Study Of Adhd written by Hojjatollah Farahani and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
In spite of researchers’ concerns to find causalities, reviewing the literature of psychological studies one may argue that the classical statistical methods applied in order to find causalities are unable to find uncertainty and indeterminacies of the relationships between concepts.
Fuzzy Cognitive Maps
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Author : Philippe J. Giabbanelli
language : en
Publisher: Springer Nature
Release Date : 2024-01-29
Fuzzy Cognitive Maps written by Philippe J. Giabbanelli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-29 with Mathematics categories.
This book starts with the rationale for creating an FCM by contrast to other techniques for participatory modeling, as this rationale is a key element to justify the adoption of techniques in a research paper. Fuzzy cognitive mapping is an active research field with over 20,000 publications devoted to externalizing the qualitative perspectives or “mental models” of individuals and groups. Since the emergence of fuzzy cognitive maps (FCMs) back in the 80s, new algorithms have been developed to reduce bias, facilitate the externalization process, or efficiently utilize quantitative data via machine learning. It covers the development of an FCM with participants through a traditional in-person setting, drawing from the experience of practitioners and highlighting solutions to commonly encountered challenges. The book continues with introducing principles of simulations with FCMs as a tool to perform what-if scenario analysis, while extending those principles to more elaborated simulation scenarios where FCMs and agent-based modeling are combined. Once an FCM model is obtained, the book then details the analytical tools available for practitioners (e.g., to identify the most important factors) and provides examples to aid in the interpretation of results. The discussion concerning relevant extensions is equally pertinent, which are devoted to increasing the expressiveness of the FCM formalism in problems involving uncertainty. The last four chapters focus on building FCM models from historical data. These models are typically needed when facing multi-output prediction or pattern classification problems. In that regard, the book smoothly guides the reader from simple approaches to more elaborated algorithms, symbolizing the noticeable progress of this field in the last 35 years. Problems, recent references, and functional codes are included in each chapter to provide practice and support further learning from practitioners and researchers.
Ncmpy A Modelling Software For Neutrosophic Cognitive Maps Based On Python Package
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Author : Ilanthenral Kandasamy
language : en
Publisher: Infinite Study
Release Date :
Ncmpy A Modelling Software For Neutrosophic Cognitive Maps Based On Python Package written by Ilanthenral Kandasamy and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Cognitive Maps are a vital tool that can be used for knowledge representation and reasoning. Fuzzy Cognitive Maps (FCMs) are popular soft computing techniques used to model large and complex systems, and they can aid in explainable AI. FCMs, however, cannot model the indeterminacy that arises in a system due to various uncertainties. Neutrosophic Cognitive Maps (NCMs), upgraded FCMs that could model indeterminacy, was introduced to address this issue. NCMs are a generalization of FCMs, a field of cognitive science firmly based on neural networks. NCMs have been used to solve a wide range of problems. NCMs were introduced in 2002, and even after 20 years, NCMs do not have any supportive software or package, toolbox, or visualization software like FCMs. The main reason for the absence of dedicated software is due to the indeterminacy concept ‘I’ and how it has to be handled. This paper presents the dedicated Python package created for handling the functioning of NCMs. The modelling software presented in this paper aids in visualizing the NCMs as a signed digraph with indeterminacy that is directed signed neutrosophic graph. This package implements a sample case study using NCMs.
Analysis Based On Neutrosophic Cognitive Maps A Case Study For Food Industry Pest Analysis Based On A Case Study For Food I
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Author : Ramona Parraga Alava
language : en
Publisher: Infinite Study
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Analysis Based On Neutrosophic Cognitive Maps A Case Study For Food Industry Pest Analysis Based On A Case Study For Food I written by Ramona Parraga Alava and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
Neutrosophic cognitive maps and its application in decision making have become a topic of great importance for researchers and practitioners alike.PEST (Political, Economic, Social and Technological), analysis is a precondition analysis with the main functions of the identification of the environment within which and organization or project the operates and providing data and information for enabling the organization to make predictions about new situations and circumstances.
Two New Fuzzy Models Using Fuzzy Cognitive Maps Model And Kosko Hamming Distance
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Author : K. THULUKKANAM
language : en
Publisher: Infinite Study
Release Date :
Two New Fuzzy Models Using Fuzzy Cognitive Maps Model And Kosko Hamming Distance written by K. THULUKKANAM and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
In this paper for the first time two new fuzzy models viz Merged Fuzzy Cognitive Maps (MFCMs) models and Specially Merged Linked Fuzzy Cognitive Maps (SMLFCMs) are introduced. To compare the experts opinion a new techniques called Kosko Hamming distance and Kosko Hamming weight are introduced.