QFD2/QFD/algorithm/HierarchyWeighting.cpp

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

#include "HierarchyWeighting.h"

HierarchyWeighting::HierarchyWeighting(const SMat& smat)
    : smat_(smat)
{
    sam_num_ = smat.count();
}

void HierarchyWeighting::evaluate()
{
    for (auto& m : mat_)
    {
        weights_node_ << QVector<HWWeight>();
        EvaluateNodeWeight(m);
    }
    smat_cv_ << QVector<double>(sam_num_, 0);
    LastLevelWeight();
    BestSample();
}

void HierarchyWeighting::BestSample()
{
    if (weights_.count() != smat_.at(0).count())
        return;
    for (int i = 0; i < sam_num_; ++i)
    {
        for (int j = 0; j < weights_.count(); ++j)
        {
            smat_cv_[i] = smat_cv_[i] + smat_.at(i).at(j) * weights_[j];
        }
    }
    //qDebug() << "smat_cv_" << smat_cv_;
    double best = 0;
    for (int i = 0; i < smat_cv_.count(); ++i)
    {
        if (best < smat_cv_.at(i))
        {
            best = smat_cv_.at(i);
            best_index_ = i + 1;
        }
    }
    //qDebug() << "best_index_" << best_index_;
}

void HierarchyWeighting::LastLevelWeight()
{
    int level = 0;
    for (auto& m : weights_node_)
    {
        if (level < m.node_number.count())
        {
            level = m.node_number.count();
        }
    }
    //qDebug() << "level" << level;
    //计算每层累加权重
    for (int i = 1; i < level; ++i)
    {
        for (auto& m : weights_node_)
        {
            if (m.node_number.count() == i) //找到对应层
            {
                int child = 0;
                for (auto& n : weights_node_)
                {
                    if ((n.node_number.count() == i + 1) && (n.node_number.at(i - 1) == m.node_number.at(i - 1)))
                    {
                        for (int j = 0; j < n.weights.count(); ++j)
                        {
                            n.weights[j] = n.weights[j] * m.weights[child];
                        }
                        child++;
                    }
                }
            }
        }
    }
    //得到最后一层权重
    for (auto& m : weights_node_)
    {
        if (m.node_number.count() == level)
        {
            weights_ << m.weights;
        }
    }
    //qDebug() << "weights_" << weights_;
}

void HierarchyWeighting::EvaluateNodeWeight(const HWNode& hwnode)
{
    QVector<qreal> nodeMul(hwnode.mat.count(), 1);
    for (int m = 0; m < hwnode.mat.count(); ++m)
    {
        for (int n = 0; n < hwnode.mat.at(0).count(); ++n)
        {
            nodeMul[m] *= hwnode.mat.at(m).at(n);
        }
    }
    // qDebug() << "nodeMul" << nodeMul;

    qreal nSum = 0;
    QVector<qreal> m_sqartnValues(hwnode.mat.count(), 1);
    for (int n = 0; n < hwnode.mat.count(); ++n)
    {
        m_sqartnValues[n] = qPow(nodeMul[n], (qreal)1 / hwnode.mat.count());
        nSum += m_sqartnValues[n];
    }

    // qDebug() << "sqartnValues" << m_sqartnValues;

    QVector<qreal> m_weights(hwnode.mat.count(), 0);
    for (int w = 0; w < hwnode.mat.count(); ++w)
    {
        m_weights[w] = m_sqartnValues[w] / nSum;
    }

    //qDebug() << "node weights" << m_weights;

    weights_node_ << HWWeight{hwnode.node, hwnode.name, m_weights, hwnode.node_number};
    //qDebug() << "weights_node_" << weights_node_.count();
}

void HierarchyWeighting::push(const QString& node, const QString& name, const HWMat& value)
{
    if (node.isEmpty()) { return; }

    bool found = false;
    for (auto& m : mat_)
    {
        if (m.node == node)
        {
            found = true;
            m.name = name;
            m.mat = value;
            break;
        }
    }

    if (!found)
    {
        auto s = node.split(".");
        QVector<int> val;
        for (auto& v : s)
        {
            val << v.toInt();
        }
        mat_ << HWNode{node, name, value, val};
    }
}

bool HierarchyWeighting::isFull() const //少输入或者乱序都会返回flase
{
    QVector<QVector<QVector<int> > > allNodes; //归列层
    for (const auto& m : mat_)
    {
        while (m.node_number.size() > allNodes.size())
        {
            allNodes << QVector<QVector<int> >();
        }
        allNodes[m.node_number.size() - 1] << m.node_number;
        // qDebug() << "allNodes number" << allNodes[m.node_number.size() - 1];
    }

    //qDebug() << "allNodes number" << allNodes;
    //判断输入顺序错误或重复
    for (int i = 0; i < allNodes.count(); ++i)
    {
        int child = allNodes.at(i).count() - 1;
        while (child)
        {
            if (allNodes.at(i).at(child).at(i - 1) == allNodes.at(i).at(child - 1).at(i - 1))
            {
                int sal = allNodes.at(i).at(child).at(i) - allNodes.at(i).at(child - 1).at(i);
                // qDebug() << allNodes.at(i).at(child).at(i);
                //qDebug() << allNodes.at(i).at(child - 1).at(i);
                if (sal <= 0)
                {
                    //qDebug() << "sal" << sal;
                    return false;
                }
            }
            child--;
        }
    }
    //判断缺少
    for (int i = 0; i < allNodes.count(); ++i)
    {
        for (auto& m : mat_)
        {
            if (m.node_number.count() == i) //找到对应层
            {
                int child = 0;
                for (auto& n : mat_)
                {
                    if ((n.node_number.count() == i + 1) && (n.node_number.at(i - 1) == m.node_number.at(i - 1)))
                    {
                        child++;
                    }
                }
                qDebug() << "child" << child;
                if (m.mat.count() != child)
                {
                    return false;
                }
            }
        }
    }

    return true;
}