Research Article
Intuitionistic Fuzzy Time Series Forecasting Model Based on Intuitionistic Fuzzy Reasoning
Table 1
The fuzzy similarity matrix
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| ā | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 |
| 1971 | 1.000 | 0.919 | 0.871 | 0.739 | 0.617 | 0.641 | 0.594 | 0.553 | 0.403 | 0.385 | 0.469 | 0.622 | 0.611 | 0.667 | 0.664 | 0.534 | 0.395 | 0.189 | 0.058 | 0.001 | 0.000 | 1972 | 0.919 | 1.000 | 0.952 | 0.820 | 0.698 | 0.722 | 0.675 | 0.634 | 0.484 | 0.466 | 0.550 | 0.702 | 0.692 | 0.748 | 0.745 | 0.615 | 0.475 | 0.270 | 0.139 | 0.082 | 0.081 | 1973 | 0.871 | 0.952 | 1.000 | 0.868 | 0.746 | 0.770 | 0.724 | 0.683 | 0.532 | 0.514 | 0.599 | 0.751 | 0.741 | 0.797 | 0.794 | 0.663 | 0.524 | 0.318 | 0.188 | 0.131 | 0.129 | 1974 | 0.739 | 0.820 | 0.868 | 1.000 | 0.878 | 0.902 | 0.856 | 0.815 | 0.664 | 0.646 | 0.731 | 0.883 | 0.873 | 0.929 | 0.926 | 0.795 | 0.656 | 0.450 | 0.320 | 0.263 | 0.261 | 1975 | 0.617 | 0.698 | 0.746 | 0.878 | 1.000 | 0.976 | 0.977 | 0.936 | 0.786 | 0.768 | 0.852 | 0.996 | 0.994 | 0.950 | 0.953 | 0.917 | 0.777 | 0.572 | 0.441 | 0.384 | 0.383 | 1976 | 0.641 | 0.722 | 0.770 | 0.902 | 0.976 | 1.000 | 0.954 | 0.912 | 0.762 | 0.744 | 0.829 | 0.981 | 0.970 | 0.974 | 0.976 | 0.893 | 0.754 | 0.548 | 0.418 | 0.361 | 0.359 | 1977 | 0.594 | 0.675 | 0.724 | 0.856 | 0.977 | 0.953 | 1.000 | 0.959 | 0.808 | 0.791 | 0.875 | 0.973 | 0.983 | 0.927 | 0.930 | 0.939 | 0.800 | 0.595 | 0.464 | 0.407 | 0.406 | 1978 | 0.553 | 0.634 | 0.683 | 0.815 | 0.936 | 0.912 | 0.959 | 1.000 | 0.849 | 0.832 | 0.916 | 0.932 | 0.942 | 0.886 | 0.889 | 0.980 | 0.841 | 0.636 | 0.505 | 0.448 | 0.447 | 1979 | 0.403 | 0.484 | 0.532 | 0.664 | 0.786 | 0.762 | 0.808 | 0.849 | 1.000 | 0.982 | 0.933 | 0.781 | 0.791 | 0.735 | 0.738 | 0.869 | 0.992 | 0.786 | 0.656 | 0.599 | 0.597 | 1980 | 0.385 | 0.466 | 0.514 | 0.646 | 0.768 | 0.744 | 0.791 | 0.832 | 0.982 | 1.000 | 0.916 | 0.763 | 0.774 | 0.718 | 0.721 | 0.851 | 0.990 | 0.804 | 0.673 | 0.616 | 0.615 | 1981 | 0.469 | 0.550 | 0.599 | 0.731 | 0.852 | 0.829 | 0.875 | 0.916 | 0.933 | 0.915 | 1.000 | 0.848 | 0.858 | 0.802 | 0.805 | 0.936 | 0.925 | 0.720 | 0.589 | 0.532 | 0.531 | 1982 | 0.621 | 0.702 | 0.751 | 0.883 | 0.996 | 0.981 | 0.973 | 0.932 | 0.781 | 0.763 | 0.848 | 1.000 | 0.990 | 0.954 | 0.957 | 0.912 | 0.773 | 0.568 | 0.437 | 0.380 | 0.379 | 1983 | 0.611 | 0.692 | 0.741 | 0.872 | 0.994 | 0.970 | 0.983 | 0.942 | 0.791 | 0.774 | 0.858 | 0.990 | 1.000 | 0.944 | 0.947 | 0.922 | 0.783 | 0.578 | 0.447 | 0.390 | 0.389 | 1984 | 0.667 | 0.748 | 0.797 | 0.929 | 0.950 | 0.974 | 0.927 | 0.886 | 0.735 | 0.718 | 0.802 | 0.954 | 0.944 | 1.000 | 0.997 | 0.866 | 0.727 | 0.522 | 0.391 | 0.334 | 0.333 | 1985 | 0.664 | 0.745 | 0.794 | 0.926 | 0.953 | 0.976 | 0.930 | 0.889 | 0.738 | 0.720 | 0.805 | 0.957 | 0.947 | 0.997 | 1.000 | 0.869 | 0.730 | 0.525 | 0.394 | 0.337 | 0.336 | 1986 | 0.534 | 0.615 | 0.663 | 0.795 | 0.917 | 0.893 | 0.939 | 0.980 | 0.869 | 0.851 | 0.936 | 0.912 | 0.922 | 0.866 | 0.869 | 1.000 | 0.861 | 0.655 | 0.525 | 0.468 | 0.466 | 1987 | 0.394 | 0.475 | 0.524 | 0.656 | 0.777 | 0.754 | 0.800 | 0.841 | 0.992 | 0.990 | 0.925 | 0.773 | 0.783 | 0.727 | 0.730 | 0.861 | 1.000 | 0.795 | 0.664 | 0.607 | 0.606 | 1988 | 0.189 | 0.270 | 0.318 | 0.450 | 0.572 | 0.548 | 0.595 | 0.636 | 0.786 | 0.804 | 0.720 | 0.567 | 0.578 | 0.522 | 0.525 | 0.655 | 0.794 | 1.000 | 0.869 | 0.812 | 0.811 | 1989 | 0.058 | 0.139 | 0.188 | 0.320 | 0.441 | 0.418 | 0.464 | 0.505 | 0.656 | 0.674 | 0.589 | 0.437 | 0.447 | 0.391 | 0.394 | 0.525 | 0.664 | 0.869 | 1.000 | 0.943 | 0.942 | 1990 | 0.001 | 0.082 | 0.131 | 0.263 | 0.384 | 0.361 | 0.407 | 0.448 | 0.599 | 0.617 | 0.532 | 0.380 | 0.390 | 0.334 | 0.337 | 0.468 | 0.607 | 0.812 | 0.943 | 1.000 | 0.999 | 1991 | 0.000 | 0.081 | 0.129 | 0.261 | 0.383 | 0.359 | 0.406 | 0.447 | 0.597 | 0.615 | 0.531 | 0.379 | 0.389 | 0.333 | 0.336 | 0.466 | 0.606 | 0.811 | 0.942 | 0.999 | 1.000 |
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