#include <iostream>
#include <vector>
#include <cmath>
#include <algorithm>
#include <iomanip>
#include <tuple>
#include <string>
using namespace std;
using Portfolio = vector<int>; // weights in percent, size = 6
double percentile15(vector<double>& data) {
sort(data.begin(), data.end());
size_t index = static_cast<size_t>(floor(0.15 * data.size()));
if (index >= data.size()) index = data.size() - 1;
return data[index];
}
double median(vector<double>& data) {
sort(data.begin(), data.end());
size_t n = data.size();
if (n % 2 == 0)
return (data[n / 2 - 1] + data[n / 2]) / 2.0;
else
return data[n / 2];
}
double lumpSumCAGR(const vector<double>& returns) {
double compound = 1.0;
for (double r : returns) {
compound *= (1.0 + r);
}
return pow(compound, 1.0 / returns.size()) - 1.0;
}
double portfolioReturn(const vector<vector<double>>& assets, const Portfolio& weights, int year) {
double result = 0.0;
for (int i = 0; i < weights.size(); ++i) {
result += (weights[i] / 100.0) * assets[i][year];
}
return result;
}
void generatePortfolios(vector<Portfolio>& portfolios, Portfolio current, int pos, int totalWeight, int maxAssets) {
if (pos == current.size()) {
if (totalWeight == 100) {
int nonZero = count_if(current.begin(), current.end(), [](int w) { return w > 0; });
if (nonZero <= maxAssets) {
portfolios.push_back(current);
}
}
return;
}
for (int w = 0; w <= 100 - totalWeight; w += 5) {
current[pos] = w;
generatePortfolios(portfolios, current, pos + 1, totalWeight + w, maxAssets);
}
}
int main() {
const int numAssets = 6;
const int maxAssets = 3;
const int step = 5;
// Asset names
vector<string> assetNames = {
"scv60Lcg15", "scv95", "vti", "11all", "33gld", "lcbtiltled"
};
// Return data
vector<vector<double>> assets = {
// Asset 1
{-0.04,0.14,0.15,-0.14,-0.19,0.26,0.28,0.04,0.08,0.28,0.08,-0.06,0.24,0.22,-0.01,0.26,0.14,-0.02,0.14,0.16,
-0.16,0.29,0.15,0.18,-0.03,0.20,0.13,0.20,0.02,0.08,-0.04,0.04,-0.07,0.33,0.12,0.06,0.15,0.01,-0.26,0.31,
0.22,-0.03,0.15,0.19,0.08,-0.06,0.16,0.13,-0.11,0.21,0.13,0.12,-0.18,0.15,0.12},
// Asset 2
{-0.03,0.13,0.06,-0.29,-0.31,0.43,0.46,0.08,0.07,0.21,0.12,0.06,0.31,0.38,0.02,0.31,0.12,-0.08,0.23,0.14,
-0.22,0.37,0.24,0.19,-0.02,0.24,0.17,0.31,-0.06,0.02,0.04,0.11,-0.13,0.41,0.17,0.04,0.15,-0.09,-0.32,0.33,
0.23,-0.06,0.18,0.32,0.09,-0.06,0.23,0.09,-0.15,0.20,0.03,0.19,-0.16,0.11,0.08},
// Asset 3
{-0.02,0.11,0.12,-0.25,-0.36,0.30,0.21,-0.11,-0.01,0.05,0.16,-0.11,0.19,0.19,0.01,0.28,0.15,-0.02,0.12,0.24,
-0.10,0.29,0.06,0.08,-0.01,0.34,0.19,0.30,0.24,0.19,-0.13,-0.09,-0.25,0.30,0.08,0.02,0.12,0.01,-0.37,0.26,
0.16,-0.02,0.14,0.31,0.12,0.00,0.11,0.19,-0.07,0.28,0.19,0.18,-0.24,0.22,0.20},
// Asset 4
{-0.02,0.12,0.14,-0.13,-0.19,0.22,0.26,0.04,0.06,0.19,0.07,-0.07,0.20,0.20,0.03,0.26,0.19,0.00,0.14,0.15,
-0.16,0.24,0.10,0.20,-0.02,0.19,0.12,0.17,0.01,0.05,0.01,0.02,-0.06,0.32,0.14,0.07,0.17,-0.01,-0.25,0.25,
0.20,0.00,0.14,0.15,0.11,-0.04,0.13,0.12,-0.10,0.20,0.07,0.12,-0.19,0.10,0.08},
// Asset 5
{-0.01,0.11,0.19,0.03,-0.05,0.13,0.23,0.07,0.10,0.44,0.08,-0.13,0.20,0.14,-0.04,0.19,0.16,0.02,0.06,0.08,
-0.15,0.17,0.08,0.16,-0.03,0.17,0.11,0.12,0.00,0.02,-0.01,0.02,-0.02,0.30,0.11,0.07,0.19,0.03,-0.21,0.25,
0.23,0.00,0.13,0.08,0.09,-0.06,0.13,0.10,-0.08,0.20,0.10,0.11,-0.14,0.11,0.14},
// Asset 6 (new: lcbtiltled)
{-0.03,0.13,0.12,-0.22,-0.30,0.25,0.24,-0.02,0.00,0.07,0.08,-0.09,0.14,0.20,0.07,0.26,0.15,-0.02,0.16,0.24,
-0.13,0.33,0.10,0.21,-0.03,0.22,0.16,0.21,0.05,0.15,-0.05,-0.02,-0.12,0.32,0.14,0.08,0.17,0.02,-0.32,0.29,
0.17,-0.01,0.14,0.17,0.13,-0.03,0.11,0.16,-0.09,0.23,0.11,0.14,-0.24,0.14,0.11}
};
int numYears = assets[0].size();
for (int duration = 1; duration <= 31; duration += 1) {
cout << "\n========== Duration: " << duration << " years ==========\n";
vector<Portfolio> portfolios;
generatePortfolios(portfolios, Portfolio(numAssets, 0), 0, 0, maxAssets);
vector<tuple<Portfolio, double, double, double, double>> results;
for (const Portfolio& p : portfolios) {
vector<double> cagrList;
for (int start = 0; start <= numYears - duration; ++start) {
vector<double> subReturns;
for (int i = 0; i < duration; ++i) {
subReturns.push_back(portfolioReturn(assets, p, start + i));
}
double cagr = lumpSumCAGR(subReturns);
cagrList.push_back(cagr);
}
double p15 = percentile15(cagrList);
double pmin = *min_element(cagrList.begin(), cagrList.end());
double pmax = *max_element(cagrList.begin(), cagrList.end());
double pmed = median(cagrList);
results.emplace_back(p, p15, pmin, pmax, pmed);
}
sort(results.begin(), results.end(),
[](const auto& a, const auto& b) {
return get<1>(a) > get<1>(b);
});
cout << fixed << setprecision(2);
for (int i = 0; i < 2 && i < results.size(); ++i) {
auto [weights, p15, pmin, pmax, pmed] = results[i];
cout << "\nPortfolio " << (i + 1) << ":\n";
cout << left << setw(15) << "Asset" << setw(10) << "Weight\n";
cout << "-------------------------\n";
for (int j = 0; j < numAssets; ++j) {
if (weights[j] > 0) {
cout << left << setw(15) << assetNames[j] << setw(10) << weights[j] << "\n";
}
}
cout << "-------------------------\n";
cout << "Bottom 15th % CAGR : " << p15 * 100 << "%\n";
cout << "Min CAGR : " << pmin * 100 << "%\n";
cout << "Max CAGR : " << pmax * 100 << "%\n";
cout << "Median CAGR : " << pmed * 100 << "%\n";
}
}
return 0;
}
#include <iostream>
#include <vector>
#include <cmath>
#include <algorithm>
#include <iomanip>
#include <tuple>
#include <string>

using namespace std;

using Portfolio = vector<int>; // weights in percent, size = 6

double percentile15(vector<double>& data) {
    sort(data.begin(), data.end());
    size_t index = static_cast<size_t>(floor(0.15 * data.size()));
    if (index >= data.size()) index = data.size() - 1;
    return data[index];
}

double median(vector<double>& data) {
    sort(data.begin(), data.end());
    size_t n = data.size();
    if (n % 2 == 0)
        return (data[n / 2 - 1] + data[n / 2]) / 2.0;
    else
        return data[n / 2];
}

double lumpSumCAGR(const vector<double>& returns) {
    double compound = 1.0;
    for (double r : returns) {
        compound *= (1.0 + r);
    }
    return pow(compound, 1.0 / returns.size()) - 1.0;
}

double portfolioReturn(const vector<vector<double>>& assets, const Portfolio& weights, int year) {
    double result = 0.0;
    for (int i = 0; i < weights.size(); ++i) {
        result += (weights[i] / 100.0) * assets[i][year];
    }
    return result;
}

void generatePortfolios(vector<Portfolio>& portfolios, Portfolio current, int pos, int totalWeight, int maxAssets) {
    if (pos == current.size()) {
        if (totalWeight == 100) {
            int nonZero = count_if(current.begin(), current.end(), [](int w) { return w > 0; });
            if (nonZero <= maxAssets) {
                portfolios.push_back(current);
            }
        }
        return;
    }
    for (int w = 0; w <= 100 - totalWeight; w += 5) {
        current[pos] = w;
        generatePortfolios(portfolios, current, pos + 1, totalWeight + w, maxAssets);
    }
}

int main() {
    const int numAssets = 6;
    const int maxAssets = 3;
    const int step = 5;

    // Asset names
    vector<string> assetNames = {
        "scv60Lcg15", "scv95", "vti", "11all", "33gld", "lcbtiltled"
    };

    // Return data
    vector<vector<double>> assets = {
        // Asset 1
        {-0.04,0.14,0.15,-0.14,-0.19,0.26,0.28,0.04,0.08,0.28,0.08,-0.06,0.24,0.22,-0.01,0.26,0.14,-0.02,0.14,0.16,
         -0.16,0.29,0.15,0.18,-0.03,0.20,0.13,0.20,0.02,0.08,-0.04,0.04,-0.07,0.33,0.12,0.06,0.15,0.01,-0.26,0.31,
         0.22,-0.03,0.15,0.19,0.08,-0.06,0.16,0.13,-0.11,0.21,0.13,0.12,-0.18,0.15,0.12},

        // Asset 2
        {-0.03,0.13,0.06,-0.29,-0.31,0.43,0.46,0.08,0.07,0.21,0.12,0.06,0.31,0.38,0.02,0.31,0.12,-0.08,0.23,0.14,
         -0.22,0.37,0.24,0.19,-0.02,0.24,0.17,0.31,-0.06,0.02,0.04,0.11,-0.13,0.41,0.17,0.04,0.15,-0.09,-0.32,0.33,
         0.23,-0.06,0.18,0.32,0.09,-0.06,0.23,0.09,-0.15,0.20,0.03,0.19,-0.16,0.11,0.08},

        // Asset 3
        {-0.02,0.11,0.12,-0.25,-0.36,0.30,0.21,-0.11,-0.01,0.05,0.16,-0.11,0.19,0.19,0.01,0.28,0.15,-0.02,0.12,0.24,
         -0.10,0.29,0.06,0.08,-0.01,0.34,0.19,0.30,0.24,0.19,-0.13,-0.09,-0.25,0.30,0.08,0.02,0.12,0.01,-0.37,0.26,
         0.16,-0.02,0.14,0.31,0.12,0.00,0.11,0.19,-0.07,0.28,0.19,0.18,-0.24,0.22,0.20},

        // Asset 4
        {-0.02,0.12,0.14,-0.13,-0.19,0.22,0.26,0.04,0.06,0.19,0.07,-0.07,0.20,0.20,0.03,0.26,0.19,0.00,0.14,0.15,
         -0.16,0.24,0.10,0.20,-0.02,0.19,0.12,0.17,0.01,0.05,0.01,0.02,-0.06,0.32,0.14,0.07,0.17,-0.01,-0.25,0.25,
         0.20,0.00,0.14,0.15,0.11,-0.04,0.13,0.12,-0.10,0.20,0.07,0.12,-0.19,0.10,0.08},

        // Asset 5
        {-0.01,0.11,0.19,0.03,-0.05,0.13,0.23,0.07,0.10,0.44,0.08,-0.13,0.20,0.14,-0.04,0.19,0.16,0.02,0.06,0.08,
         -0.15,0.17,0.08,0.16,-0.03,0.17,0.11,0.12,0.00,0.02,-0.01,0.02,-0.02,0.30,0.11,0.07,0.19,0.03,-0.21,0.25,
         0.23,0.00,0.13,0.08,0.09,-0.06,0.13,0.10,-0.08,0.20,0.10,0.11,-0.14,0.11,0.14},

        // Asset 6 (new: lcbtiltled)
        {-0.03,0.13,0.12,-0.22,-0.30,0.25,0.24,-0.02,0.00,0.07,0.08,-0.09,0.14,0.20,0.07,0.26,0.15,-0.02,0.16,0.24,
         -0.13,0.33,0.10,0.21,-0.03,0.22,0.16,0.21,0.05,0.15,-0.05,-0.02,-0.12,0.32,0.14,0.08,0.17,0.02,-0.32,0.29,
         0.17,-0.01,0.14,0.17,0.13,-0.03,0.11,0.16,-0.09,0.23,0.11,0.14,-0.24,0.14,0.11}
    };

    int numYears = assets[0].size();

    for (int duration = 1; duration <= 31; duration += 1) {
        cout << "\n========== Duration: " << duration << " years ==========\n";

        vector<Portfolio> portfolios;
        generatePortfolios(portfolios, Portfolio(numAssets, 0), 0, 0, maxAssets);

        vector<tuple<Portfolio, double, double, double, double>> results;

        for (const Portfolio& p : portfolios) {
            vector<double> cagrList;
            for (int start = 0; start <= numYears - duration; ++start) {
                vector<double> subReturns;
                for (int i = 0; i < duration; ++i) {
                    subReturns.push_back(portfolioReturn(assets, p, start + i));
                }
                double cagr = lumpSumCAGR(subReturns);
                cagrList.push_back(cagr);
            }

            double p15 = percentile15(cagrList);
            double pmin = *min_element(cagrList.begin(), cagrList.end());
            double pmax = *max_element(cagrList.begin(), cagrList.end());
            double pmed = median(cagrList);

            results.emplace_back(p, p15, pmin, pmax, pmed);
        }

        sort(results.begin(), results.end(),
             [](const auto& a, const auto& b) {
                 return get<1>(a) > get<1>(b);
             });

        cout << fixed << setprecision(2);

        for (int i = 0; i < 2 && i < results.size(); ++i) {
            auto [weights, p15, pmin, pmax, pmed] = results[i];
            cout << "\nPortfolio " << (i + 1) << ":\n";
            cout << left << setw(15) << "Asset" << setw(10) << "Weight\n";
            cout << "-------------------------\n";
            for (int j = 0; j < numAssets; ++j) {
                if (weights[j] > 0) {
                    cout << left << setw(15) << assetNames[j] << setw(10) << weights[j] << "\n";
                }
            }
            cout << "-------------------------\n";
            cout << "Bottom 15th % CAGR : " << p15 * 100 << "%\n";
            cout << "Min CAGR           : " << pmin * 100 << "%\n";
            cout << "Max CAGR           : " << pmax * 100 << "%\n";
            cout << "Median CAGR        : " << pmed * 100 << "%\n";
        }
    }

    return 0;
}
