QFD2/QFD/algorithm/HierarchyWeighting.h

//
// Created by lenovo on 2023/10/18.
//

#ifndef ALGORITHM_HIERARCHYWEIGHTING_H
#define ALGORITHM_HIERARCHYWEIGHTING_H

#include <QVector>
#include <QString>
#include <QDebug>
#include <QtMath>

typedef QVector<QVector<qreal> > HWMat;
typedef QVector<QVector<qreal> > SMat;

struct HWWeight
{
    QString node;
    QString name;
    QVector<qreal> weights;
    QVector<int> node_number;
};

struct HWNode
{
    QString node; // 1.1 , 1.1.1
    QString name;
    HWMat mat;
    QVector<int> node_number; // [1, 1] , [1, 1, 1]
};

class HierarchyWeighting
{
public:
    HierarchyWeighting(const SMat& smat); //
    void evaluate();

    void push(const QString& node, const QString& name, const HWMat& value);
    bool isFull() const;
    const QVector<double>& getsampleweight() const
    {
        return smat_cv_;
    }
    int getBestIndex() const
    {
        return best_index_;
    }

private:
    void EvaluateNodeWeight(const HWNode& hwnode);
    void LastLevelWeight();
    void BestSample();

    const qreal RI[10]
        = {0, 0, 0.58, 0.90, 1.12, 1.24, 1.32, 1.41, 1.45, 1.49};
    const qreal thd = 0.1;
    qreal m_CI;
    qreal m_CR;

    QVector<HWNode> mat_;            //各节点
    QVector<HWWeight> weights_node_; //各节点计算出的权重
    SMat smat_;                      //样本
    int sam_num_;                    //样本数量
    int best_index_;                 //最好的样本索引
    QVector<double> smat_cv_;
    QVector<double> weights_; //最后一层综合权重
};

#endif //ALGORITHM_HIERARCHYWEIGHTING_H