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c++ - 如何有效地比较相似名称的多个结构 vector ?

coder 2024-02-22 原文

我正在为我的妻子编写一个程序,以帮助我们尝试决定她应该申请哪些医学院。但是,我遇到了一个问题,我试图提取在 4 种不同情况下出现在前 20 名结果中的学校。

例如,在其中一个案例中,我将城市的收入中位数除以城市的平均房价。这会返回一个 double ,然后我创建一个新 vector ,然后根据该数字从最高到最低对该 vector 进行排序。我对池中的其他 3 个 vector 执行类似的操作,并应用不同的案例。

我知道我可以强制执行此操作并使用嵌套的 for 循环提取名称,但我很想知道是否有一种方法可以快速有效地完成此操作。到目前为止,这是我的尝试。 (注意,这只是一个例子,我的实际代码里面有30所学校)。

#include <algorithm>
#include <iterator>
#include <iostream>
#include <memory>
#include <string>
#include <vector>

struct Schools
{
    Schools(std::string n = "", double h = 0.0, double t = 0.0, int r = 0, int w = 0) : name(n), housing(h), tuition(t), rank(r), weight(w){};
    std::string name;
    double housing;
    double tuition;
    int rank;
    int weight;
};

void load(std::vector<std::shared_ptr<Schools>> &v, std::string n, double h, double t, int r, int w)
{
    auto newSchool = std::make_shared<Schools>(n,h,t,r,w);
    v.emplace_back(newSchool);
}

void init(std::vector<std::shared_ptr<Schools>> &schools)
{
    load(schools,"School1",40.3,20.0,3,6);
    load(schools,"School2",10.3,10.4,5,1);
    load(schools,"School3",33.3,23.5,1,2);
    load(schools,"School4",8.5,15.5,4,8);
}

auto findIntersection(auto &a, auto &b)
{
    std::vector<std::shared_ptr<Schools>> in;
    std::set_intersection(begin(a),end(a),begin(b),end(b),std::back_inserter(in));
    return in;
}

auto findCommon(auto &housing, auto &tuition, auto &rank, auto &weight)
{
    std::vector<std::shared_ptr<Schools>> inCommon;
    inCommon = findIntersection(housing,tuition);
    inCommon = findIntersection(inCommon,rank);
    inCommon = findIntersection(inCommon,weight);
    return inCommon;
}

bool compareHM(const std::shared_ptr<Schools> &a, const std::shared_ptr<Schools> &b)
{
    return a->housing < b->housing;
}

bool compareT(const std::shared_ptr<Schools> &a, const std::shared_ptr<Schools> &b)
{
    return a->tuition < b->tuition;
}

bool compareRank(const std::shared_ptr<Schools> &a, const std::shared_ptr<Schools> &b)
{
    return a->rank > b->rank;
}

bool compareWeight(const std::shared_ptr<Schools> &a, const std::shared_ptr<Schools> &b)
{
    return a->weight > b->weight;
}



int main()
{
    std::vector<std::shared_ptr<Schools>> schools;
    init(schools);
    std::vector<std::shared_ptr<Schools>> sortByHousing = schools;
    std::vector<std::shared_ptr<Schools>> sortByTuition = schools;
    std::vector<std::shared_ptr<Schools>> sortByRank = schools;
    std::vector<std::shared_ptr<Schools>> sortByWeight = schools;

    std::sort(begin(sortByHousing),end(sortByHousing), compareHM);
    std::sort(begin(sortByTuition),end(sortByTuition), compareT);
    std::sort(begin(sortByRank),end(sortByRank), compareRank);
    std::sort(begin(sortByWeight),end(sortByWeight), compareWeight);

    std::vector<std::shared_ptr<Schools>> commonSchools = findCommon(sortByHousing,sortByTuition,sortByRank,sortByWeight);

    for (auto && e: commonSchools)
    {
        std::cout << e->name << std::endl;
    }
}

当我尝试使用 std::set_intersection 时遇到问题,然后我很快意识到我不能做类似 begin(a)->name 的事情.同样,我试图提取出现在我所拥有的 4 个案例中的常见名称。我该如何着手实现呢?我对 std::set_intersection 的想法离得不远吗?

谢谢!

编辑: 这是我的 functionThatCompares

之一的示例
bool compareTuition(const std::shared_ptr<Schools> &a, const std::shared_ptr<Schools> &b)
{
    return a->tuition < b->tuition;
}

编辑 2:示例输出

The top 20 sorted by Median/House are:
Name of Institution                               Median/House Price  Tuition Over 8 Years     Has Space Industry? Score

University of Alabama                             0.463577            0.722279                 1                   0.641825
University of Maryland                            0.38124             0.722617                 1                   0.527583
Johns Hopkins Univerty School of Medicine         0.38124             0.606103                 1                   0.629002
Indiana University                                0.335939            0.501944                 0                   0.669276
Ohio State University                             0.32499             0.610704                 1                   0.532156
Perelman School of Medicine                       0.26908             0.653143                 1                   0.411977
Duke University School of Medicine                0.246991            0.66683                  1                   0.370395
University of Wisconsin                           0.226581            0.64686                  0                   0.350278
Chicago Medical School                            0.221883            0.648157                 0                   0.342329
Northwestern University                           0.221883            0.677341                 0                   0.32758
Case Western Reserve                              0.211817            0.536384                 1                   0.394898
Emory University                                  0.206169            0.576814                 1                   0.357427
Geisel School of Medicine                         0.205529            0.71526                  0                   0.287349
University of Massachusetts                       0.19562             0.64686                  1                   0.302414
Medical University of SC                          0.185816            0.354728                 0                   0.523827
University of North Carolina                      0.176684            0.6637                   0                   0.26621
University of Michigan Medical School             0.158465            0.637237                 1                   0.248675
Rutgers New Jersey Medical School                 0.140412            0.722115                 0                   0.194446
University of Utah                                0.140142            0.311285                 0                   0.450205
Georgetown University                             0.128883            0.604001                 1                   0.213382

The top 20 sorted by Tuition are:
Name of Institution                               Median/House Price  Tuition Over 8 Years     Has Space Industry? Score

University of Utah                                0.140142            0.311285                 0                   0.450205
Medical University of SC                          0.185816            0.354728                 0                   0.523827
University of California, LA                      0.07633             0.47547                  1                   0.160536
Indiana University                                0.335939            0.501944                 0                   0.669276
University of California, SD                      0.109214            0.531397                 1                   0.205523
Case Western Reserve                              0.211817            0.536384                 1                   0.394898
Emory University                                  0.206169            0.576814                 1                   0.357427
Icahn School of Medicine                          0.0822029           0.585946                 1                   0.140291
Georgetown University                             0.128883            0.604001                 1                   0.213382
Johns Hopkins Univerty School of Medicine         0.38124             0.606103                 1                   0.629002
Ohio State University                             0.32499             0.610704                 1                   0.532156
University of Virgina School of Medicine          0.123755            0.630067                 1                   0.196415
University of Michigan Medical School             0.158465            0.637237                 1                   0.248675
NY University School of Medicine                  0.0822029           0.642516                 1                   0.127939
Tufts University School of Medicine               0.100302            0.644314                 1                   0.155672
University of Massachusetts                       0.19562             0.64686                  1                   0.302414
University of Wisconsin                           0.226581            0.64686                  0                   0.350278
Chicago Medical School                            0.221883            0.648157                 0                   0.342329
Perelman School of Medicine                       0.26908             0.653143                 1                   0.411977
Standford University School of Medicine           0.0780054           0.656658                 1                   0.118791

The top 20 sorted by Median/House and Loweset Tution are:
Name of Institution                               Median/House Price  Tuition Over 8 Years     Has Space Industry? Score

University of Maryland                            0.38124             0.722617                 1                   0.527583
Chicago Medical School                            0.221883            0.648157                 0                   0.342329
University Of Washington                          0.0973689           0.761413                 1                   0.127879
University of Alabama                             0.463577            0.722279                 1                   0.641825
Rutgers New Jersey Medical School                 0.140412            0.722115                 0                   0.194446
Geisel School of Medicine                         0.205529            0.71526                  0                   0.287349
Ohio State University                             0.32499             0.610704                 1                   0.532156
Harvard Medical School                            0.100302            0.710787                 1                   0.141114
Duke University School of Medicine                0.246991            0.66683                  1                   0.370395
Boston University School of Medicine              0.100302            0.710787                 1                   0.141114
Perelman School of Medicine                       0.26908             0.653143                 1                   0.411977
University of Wisconsin                           0.226581            0.64686                  0                   0.350278
University of North Carolina                      0.176684            0.6637                   0                   0.26621
Standford University School of Medicine           0.0780054           0.656658                 1                   0.118791
Johns Hopkins Univerty School of Medicine         0.38124             0.606103                 1                   0.629002
Northwestern University                           0.221883            0.677341                 0                   0.32758
Indiana University                                0.335939            0.501944                 0                   0.669276
Case Western Reserve                              0.211817            0.536384                 1                   0.394898
Emory University                                  0.206169            0.576814                 1                   0.357427
University of Massachusetts                       0.19562             0.64686                  1                   0.302414

The top 20 sorted by Score (Median/House * Tuition/Salary) are:
Name of Institution                               Median/House Price  Tuition Over 8 Years     Has Space Industry? Score

Indiana University                                0.335939            0.501944                 0                   0.669276
University of Alabama                             0.463577            0.722279                 1                   0.641825
Johns Hopkins Univerty School of Medicine         0.38124             0.606103                 1                   0.629002
Ohio State University                             0.32499             0.610704                 1                   0.532156
University of Maryland                            0.38124             0.722617                 1                   0.527583
Medical University of SC                          0.185816            0.354728                 0                   0.523827
University of Utah                                0.140142            0.311285                 0                   0.450205
Perelman School of Medicine                       0.26908             0.653143                 1                   0.411977
Case Western Reserve                              0.211817            0.536384                 1                   0.394898
Duke University School of Medicine                0.246991            0.66683                  1                   0.370395
Emory University                                  0.206169            0.576814                 1                   0.357427
University of Wisconsin                           0.226581            0.64686                  0                   0.350278
Chicago Medical School                            0.221883            0.648157                 0                   0.342329
Northwestern University                           0.221883            0.677341                 0                   0.32758
University of Massachusetts                       0.19562             0.64686                  1                   0.302414
Geisel School of Medicine                         0.205529            0.71526                  0                   0.287349
University of North Carolina                      0.176684            0.6637                   0                   0.26621
University of Michigan Medical School             0.158465            0.637237                 1                   0.248675
Georgetown University                             0.128883            0.604001                 1                   0.213382
University of California, SD                      0.109214            0.531397                 1                   0.205523

编辑 3:

对于那些试图编译这个程序的人,我深表歉意。它现在可以编译并运行。

最佳答案

当您执行诸如排序或 set_intersection 之类的操作时,您可以指定应该如何进行比较。如果您不指定任何内容,operator<将使用该类型(如果已定义)。

在这种情况下,您可能想使用 partial_sort_copy 而不是 sort .这将使您获得(例如)每次排序的前 10 所学校。

然后您必须按名称重新排序以执行 set_intersection。

然后您将执行 set_intersection 以获取这些集合之间共有的学校。

下面是一些演示代码:

#include <iostream>
#include <algorithm>
#include <vector>
#include <memory>

struct School
{
    std::string name;
    double housing;
    double tuition;
    int rank;
    int weight;

    // default comparison to use if nothing else is specified:
    bool operator<(School const &other) const { return name < other.name; }
};

int main()
{
    std::vector<School> schools{
        {"School1", 40.3, 20.0, 3, 6},
        {"School2", 10.3, 10.4, 5, 1},
        {"School3", 33.3, 23.5, 1, 2},
        {"School4", 8.5, 15.5, 4, 8}
    };

    // We specify the size of each of these as 3, so when we do the
    // partial_sort_copy, it'll fill in the top 3 for that category.
    std::vector<School> byHousing(3);
    std::vector<School> byRank(3);
    std::vector<School> byWeight(3);

    std::partial_sort_copy(schools.begin(), schools.end(), byHousing.begin(), byHousing.end(),
                           [](School const &a, School const &b) { return a.housing < b.housing; });

    std::partial_sort_copy(schools.begin(), schools.end(), byRank.begin(), byRank.end(),
                           [](School const &a, School const &b) { return a.rank < b.rank; });

    std::partial_sort_copy(schools.begin(), schools.end(), byWeight.begin(), byWeight.end(),
                           [](School const &a, School const &b) { return a.weight < b.weight; });

    std::sort(byHousing.begin(), byHousing.end());
    std::sort(byRank.begin(), byRank.end());
    std::sort(byWeight.begin(), byWeight.end());

    std::vector<School> temp, commonSchools;

    std::set_intersection(byHousing.begin(), byHousing.end(), byRank.begin(), byRank.end(),
                          std::back_inserter(temp));

    std::set_intersection(temp.begin(), temp.end(), byWeight.begin(), byWeight.end(),
                          std::back_inserter(commonSchools));

    std::cout << "Common Schools\n";
    for (auto const & e: commonSchools)
    {
        std::cout << e.name << "\n";
    }
}

结果:

Common Schools
School3

顺便说一句,在我看来它就像使用 shared_ptr 编写代码一样打算添加一些额外的工作(并且可能没有足够的关注)所以我没有打扰。我还省略了按学费筛选/分类——两者几乎相同。

关于c++ - 如何有效地比较相似名称的多个结构 vector ?,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/51429298/

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