Program Listing for File chebyshev.cpp

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/*
  This code provides Chebyshev approximation utilities
 */

#include "math/chebyshev.h"
#include "utils/exception.h"

#include <cmath>
#include <cstdint>
#include <functional>
#include <vector>

namespace lbcrypto {

std::vector<double> EvalChebyshevCoefficients(std::function<double(double)> func, double a, double b, uint32_t degree) {
    if (!degree) {
        OPENFHE_THROW("The degree of approximation can not be zero");
    }
    // the number of coefficients to be generated should be degree+1 as zero is also included
    size_t coeffTotal{degree + 1};
    double bMinusA = 0.5 * (b - a);
    double bPlusA  = 0.5 * (b + a);
    double PiByDeg = M_PI / static_cast<double>(coeffTotal);
    std::vector<double> functionPoints(coeffTotal);
    for (size_t i = 0; i < coeffTotal; ++i)
        functionPoints[i] = func(std::cos(PiByDeg * (i + 0.5)) * bMinusA + bPlusA);

    double multFactor = 2.0 / static_cast<double>(coeffTotal);
    std::vector<double> coefficients(coeffTotal);
    for (size_t i = 0; i < coeffTotal; ++i) {
        for (size_t j = 0; j < coeffTotal; ++j)
            coefficients[i] += functionPoints[j] * std::cos(PiByDeg * i * (j + 0.5));
        coefficients[i] *= multFactor;
    }
    return coefficients;
}

}  // namespace lbcrypto