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    Cover

    Cover Page

    Contents

    Cover

    Title Page

    Copyright

    Preface

    Part I: Fuzzy Information

    1: Fuzzy data

    1.1 One-dimensional fuzzy data

    1.2 Vector-valued fuzzy data

    1.3 Fuzziness and variability

    1.4 Fuzziness and errors

    1.5 Problems

    2: Fuzzy numbers and fuzzy vectors

    2.1 Fuzzy numbers and characterizing functions

    2.2 Vectors of fuzzy numbers and fuzzy vectors

    2.3 Triangular norms

    2.4 Problems

    3: Mathematical operations for fuzzy quantities

    3.1 Functions of fuzzy variables

    3.2 Addition of fuzzy numbers

    3.3 Multiplication of fuzzy numbers

    3.4 Mean value of fuzzy numbers

    3.5 Differences and quotients

    3.6 Fuzzy valued functions

    3.7 Problems

    Part II: Descriptive Statistics for Fuzzy Data

    4: Fuzzy samples

    4.1 Minimum of fuzzy data

    4.2 Maximum of fuzzy data

    4.3 Cumulative sum for fuzzy data


      

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