SUPER FUZZY MATRICES AND SUPER FUZZY MODELS FOR SOCIAL SCIENTISTS W. B. Vasantha Kandasamy e-mail:
[email protected] web: http://mat.iitm.ac.in/~wbv www.vasantha.net Florentin Smarandache e-mail:
[email protected] K. Amal e-mail:
[email protected] INFOLEARNQUEST Ann Arbor 2008 This book can be ordered in a paper bound reprint from: Books on Demand ProQuest Information & Learning (University of Microfilm International) 300 N. Zeeb Road P.O. Box 1346, Ann Arbor MI 48106-1346, USA Tel.: 1-800-521-0600 (Customer Service) http://wwwlib.umi.com/bod/ Peer reviewers: Dr. S. Osman, Menofia University, Shebin Elkom, Egypt Prof. Valentin Boju, Ph.D., Officer of the Order “Cultural Merit” Category — “Scientific Research” MontrealTech — Institut de Techologie de Montreal Director, MontrealTech Press, P.O. Box 78574 Station Wilderton, Montreal, Quebec, H3S2W9, Canada Prof. Mircea Eugen Selariu, Polytech University of Timisoara, Romania. Copyright 2008 by InfoLearnQuest and authors Cover Design and Layout by Kama Kandasamy Many books can be downloaded from the following Digital Library of Science: http://www.gallup.unm.edu/~smarandache/eBooks-otherformats.htm ISBN-10: 1-59973-027-8 ISBN-13: 978-1-59973-027-1 EAN: 9781599730271 Standard Address Number: 297-5092 Printed in the United States of America 2 CONTENTS Preface 5 Chapter One BASIC CONCEPTS 7 1.1 Supermatrices 7 1.2 Introduction of Fuzzy Matrices 65 Chapter Two FUZZY SUPERMATRICES AND THEIR PROPERTIES 75 2.1 Fuzzy Supermatrices and their Properties 75 2.2 Pseudo Symmetric Supermatrices 117 2.3 Special Operations on Fuzzy Super Special Row and Column Matrix 140 Chapter Three INTRODUCTION TO NEW FUZZY SUPER MODELS 167 3.1 New Super Fuzzy Relational Maps (SFRM) Model 167 3.2 New Fuzzy Super Bidirectional Associative Memories (BAM) model 176 3.3 Description of Super Fuzzy Associative Memories 188 3 3.4 Illustration of Super Fuzzy Models 199 3.5 Super FCM Models 236 FURTHER READING 247 INDEX 275 ABOUT THE AUTHORS 279 4 PREFACE The concept of supermatrix for social scientists was first introduced by Paul Horst.