Package jline.api.mam

Class Mamap22_fit_multiclassKt

    • Constructor Detail

    • Method Detail

      • mamap22_fit_gamma_fs_trace

         final static MatrixCell mamap22_fit_gamma_fs_trace(Matrix T, Matrix A)

        Fits MAMAP(2,2) from a marked trace using forward selection with gamma auto-correlation. Performs approximate fitting of a marked trace with two classes, yielding a second-order acyclic MMAP2 that fits the forward moments and the class transition probabilities.

        Note: This is a placeholder implementation. Full trace support requires trace analysis functions.

        Parameters:
        T - Inter-arrival times
        A - Class marks of each job
        Returns:

        Fitted MAMAP(2,2)

      • mamap22_fit_fs_multiclass

         final static MatrixCell mamap22_fit_fs_multiclass(MatrixCell amap, Matrix P, Matrix F, Matrix S, Object options, DoubleArray weights)

        Fits MAMAP(2,2) with forward moments (F) and sigma characteristics (S) for 2 classes.

        Parameters:
        amap - underlying AMAP(2) process
        P - class probabilities (1x2 matrix)
        F - forward moments (1x2 matrix)
        S - sigma matrix (2x2 matrix)
        options - additional options (unused, for compatibility)
        weights - weights for forward vs sigma fitting wF, wS
        Returns:

        fitted MAMAP(2,2)

      • mamap22_fit_gamma_bs

         final static MatrixCell mamap22_fit_gamma_bs(Double M1, Double M2, Double M3, Double GAMMA, Matrix P, Matrix B, Matrix S)

        Fits MAMAP(2,2) with backward selection using gamma auto-correlation. Performs approximate fitting of a MMAP given the underlying MAP, the class probabilities (always fitted exactly), the backward moments, and the one-step class transition probabilities.

        Parameters:
        M1 - First moment of inter-arrival times
        M2 - Second moment of inter-arrival times
        M3 - Third moment of inter-arrival times
        GAMMA - Auto-correlation decay rate of inter-arrival times
        P - Class probabilities
        B - First-order backward moments
        S - One-step class transition probabilities
        Returns:

        Fitted MAMAP(2,2)

      • mamap22_fit_gamma_fs

         final static MatrixCell mamap22_fit_gamma_fs(Double M1, Double M2, Double M3, Double GAMMA, Matrix P, Matrix F, Matrix S)

        Fits MAMAP(2,2) with forward selection using gamma auto-correlation. Performs approximate fitting of a MMAP given the underlying MAP, the class probabilities (always fitted exactly), the forward moments, and the one-step class transition probabilities.

        Parameters:
        M1 - First moment of inter-arrival times
        M2 - Second moment of inter-arrival times
        M3 - Third moment of inter-arrival times
        GAMMA - Auto-correlation decay rate of inter-arrival times
        P - Class probabilities
        F - First-order forward moments
        S - One-step class transition probabilities
        Returns:

        Fitted MAMAP(2,2)

      • mamap22_fit_gamma_bs_trace

         final static MatrixCell mamap22_fit_gamma_bs_trace(Matrix T, Matrix A)

        Fits MAMAP(2,2) from a marked trace using backward selection with gamma auto-correlation. Performs approximate fitting of a marked trace with two classes, yielding a second-order acyclic MMAP2 that fits the backward moments and the class transition probabilities.

        Note: This is a placeholder implementation. Full trace support requires trace analysis functions.

        Parameters:
        T - Inter-arrival times
        A - Class marks of each job
        Returns:

        Fitted MAMAP(2,2)

      • mamap22_fit_gamma_bs_mmap

         final static MatrixCell mamap22_fit_gamma_bs_mmap(MatrixCell mmap)

        Fits MAMAP(2,2) from an existing MMAP using backward selection with gamma auto-correlation. Performs approximate fitting of an MMAP2, yielding a second-order acyclic MMAP2 fitting the backward moments and the class transition probabilities.

        Parameters:
        mmap - The MMAP2 to fit (arbitrary order)
        Returns:

        Fitted second-order MAMAP2

      • mamap22_fit_gamma_fs_mmap

         final static MatrixCell mamap22_fit_gamma_fs_mmap(MatrixCell mmap)

        Fits MAMAP(2,2) from an existing MMAP using forward selection with gamma auto-correlation. Performs approximate fitting of an MMAP2, yielding a second-order acyclic MMAP2 fitting the forward moments and the class transition probabilities.

        Parameters:
        mmap - The MMAP2 to fit (arbitrary order)
        Returns:

        Fitted second-order MAMAP2