TheAlgorithms-C-Plus-Plus/others/smallest_circle.cpp

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Major rework to improve code quality and add automation checks (#805) * delete secant method - it is identical to regula falsi * document + improvize root finding algorithms * attempt to document gaussian elimination * added file brief * commented doxygen-mainpage, added files-list link * corrected files list link path * files-list link correction - this time works :) * document successive approximations * cleaner equation * updating DIRECTORY.md * documented kmp string search * document brute force string search * document rabin-karp string search * fixed mainpage readme * doxygen v1.8.18 will suppress out the #minipage in the markdown * cpplint correction for header guard style * github action to auto format source code per cpplint standard * updated setting to add 1 space before `private` and `public` keywords * auto rename files and auto format code * added missing "run" for step * corrected asignmemt operation * fixed trim and assign syntax * added git move for renaming bad filenames * added missing pipe for trim * added missing space * use old and new fnames * store old fname using echo * move files only if there is a change in filename * put old filenames in quotes * use double quote for old filename * escape double quotes * remove old_fname * try escape characters and echo" * add file-type to find * cleanup echo * ensure all trim variables are also in quotes * try escape -quote again * remove second escpe quote * use single quote for first check * use carets instead of quotes * put variables in brackets * remove -e from echo * add debug echos * try print0 flag * find command with while instead of for-loop * find command using IFS instead * :tada: IFS fix worked - escaped quotes for git mv * protetc each word in git mv .. * filename exists in lower cases - renamed * :tada: git push enabled * updating DIRECTORY.md * git pull & then push * formatting filenames d7af6fdc8cb08578de6980d412e6e1caca1a1bcf * formatting source-code for d7af6fdc8cb08578de6980d412e6e1caca1a1bcf * remove allman break before braces * updating DIRECTORY.md * added missing comma lost in previous commit * orchestrate all workflows * fix yml indentation * force push format changes, add title to DIRECTORY.md * pull before proceeding * reorganize pull commands * use master branches for actions * rename .cc files to .cpp * added class destructor to clean up dynamic memory allocation * rename to awesome workflow * commented whole repo cpplint - added modified files lint check * removed need for cpplint * attempt to use actions/checkout@master * temporary: no dependency on cpplint * formatting filenames 153fb7b8a572aaf4561ac3d22d47e89480f11318 * formatting source-code for 153fb7b8a572aaf4561ac3d22d47e89480f11318 * updating DIRECTORY.md * fix diff filename * added comments to the code * added test case * formatting source-code for a850308fbada18c0d4b6f9a9cac5c34fc064cbae * updating DIRECTORY.md * added machine learning folder * added adaline algorithm * updating DIRECTORY.md * fixed issue [LWG2192](https://cplusplus.github.io/LWG/issue2192) for std::abs on MacOS * add cmath for same bug: [LWG2192](https://cplusplus.github.io/LWG/issue2192) for std::abs on MacOS * formatting source-code for f8925e482216aecd152bc898653ee9ab82213cf3 * use STL's inner_product * formatting source-code for f94a3305943d4cf00e4531857279b8032d0e9489 * added range comments * define activation function * use equal initial weights * change test2 function to predict * activation function not friend * previous commit correction * added option for predict function to return value before applying activation function as optional argument * added test case to classify points lying within a sphere * improve documentation for adaline * formatting source-code for 15ec4c3aba4fb41b81ed2b44b7154a4f7b45a898 * added cmake to geometry folder * added algorithm include for std::max * add namespace - machine_learning * add namespace - statistics * add namespace - sorting * added sorting algos to namespace sorting * added namespace string_search * formatting source-code for fd695305150777981dc2a1f256aa2be444e4f108 * added documentation to string_search namespace * feat: Add BFS and DFS algorithms to check for cycle in a directed graph * Remove const references for input of simple types Reason: overhead on access * fix bad code sorry for force push * Use pointer instead of the non-const reference because apparently google says so. * Remove a useless and possibly bad Graph constuctor overload * Explicitely specify type of vector during graph instantiation * updating DIRECTORY.md * find openMP before adding subdirectories * added kohonen self organizing map * updating DIRECTORY.md * remove older files and folders from gh-pages before adding new files * remove chronos library due to inacceptability by cpplint * use c++ specific static_cast instead * initialize radom number generator * updated image links with those from CPP repository * rename computer.... folder to numerical methods * added durand kerner method for root computation for arbitrarily large polynomials * fixed additional comma * fix cpplint errors * updating DIRECTORY.md * convert to function module * update documentation * move openmp to main loop * added two test cases * use INT16_MAX * remove return statement from omp-for loop and use "break" * run tests when no input is provided and skip tests when input polynomial is provided * while loop cannot have break - replaced with continue and check is present in the main while condition * (1) break while loop (2) skip runs on break_loop instead of hard-break * add documentation images * use long double for errors and tolerance checks * make iterator variable i local to threads * add critical secions to omp threads * bugfix: move file writing outside of the parallel loop othersie, there is no gurantee of the order of roots written to file * rename folder to data_structures * updating DIRECTORY.md * fix ambiguous symbol `size` * add data_structures to cmake * docs: enable tree view, add timestamp in footer, try clang assistaed parsing * doxygen - open links in external window * remove invalid parameter from function docs * use HTML5 img tag to resize images * move file to proper folder * fix documentations and cpplint * formatting source-code for aacaf9828c61bb0246fe0933ab8ade82128b8346 * updating DIRECTORY.md * cpplint: add braces for multiple statement if * add explicit link to badges * remove duplicate line Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * remove namespace indentation * remove file associations in settings * add author name * enable cmake in subfolders of data_structures * create and link object file * cpp lint fixes and instantiate template classes * cpp lint fixes and instantiate template classes Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * cpplint - ignore `build/include` Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * disable redundant gcc compilation in cpplint workflow Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * template header files contain function codes as well and removed redundant subfolders Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * updating DIRECTORY.md * remove semicolons after functions in a class Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * cpplint header guard style Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * remove semilon Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * added LU decomposition algorithm Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * added QR decomposition algorithm Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * use QR decomposition to find eigen values Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * updating DIRECTORY.md * use std::rand for thread safety Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * move srand to main() Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * cpplint braces correction Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * updated eigen value documentation Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * fix matrix shift doc Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * rename CONTRIBUTION.md to CONTRIBUTING.md #836 * remove 'sort alphabetical order' check * added documentation check * remove extra paranthesis * added gitpod * added gitpod link from README * attempt to add vscode gitpod extensions * update gitpod extensions * add gitpod extensions cmake-tools and git-graph * remove gitpod init and add commands * use init to one time install doxygen, graphviz, cpplint * use gitpod dockerfile * add ninja build system to docker * remove configure task * add github prebuild specs to gitpod * disable gitpod addcommit * update documentation for kohonen_som * added ode solve using forward euler method * added mid-point euler ode solver * fixed itegration step equation * added semi-implicit euler ODE solver * updating DIRECTORY.md * fix cpplint issues - lines 117 and 124 * added documentation to ode group * corrected semi-implicit euler function * updated docs and test cases better structure * replace `free` with `delete` operator * formatting source-code for f55ab50cf26d176fe56bdaffa6f0ce8023c03c18 * updating DIRECTORY.md * main function must return * added machine learning group * added kohonen som topology algorithm * fix graph image path * updating DIRECTORY.md * fix braces * use snprintf instead of sprintf * use static_cast * hardcode character buffer size * fix machine learning groups in documentation * fix missing namespace function * replace kvedala fork references to TheAlgorithms * fix bug in counting_sort Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com> Co-authored-by: Anmol3299 <mittalanmol22@gmail.com>
2020-06-20 00:04:56 +08:00
/**
* @file
* @brief Get centre and radius of the
* [smallest circle](https://en.wikipedia.org/wiki/Smallest-circle_problem)
* that circumscribes given set of points.
*
* @see [other
* implementation](https://www.nayuki.io/page/smallest-enclosing-circle)
*/
#include <cmath>
#include <iostream>
#include <vector>
/** Define a point */
struct Point {
double x, /**< abscissa */
y; /**< ordinate */
/** construct a point
* \param [in] a absicca (default = 0.0)
* \param [in] b ordinate (default = 0.0)
*/
explicit Point(double a = 0.f, double b = 0.f) {
x = a;
y = b;
}
};
/** Compute the Euclidian distance between two points \f$A\equiv(x_1,y_1)\f$ and
* \f$B\equiv(x_2,y_2)\f$ using the formula:
* \f[d=\sqrt{\left(x_1-x_2\right)^2+\left(y_1-y_2\right)^2}\f]
*
* \param [in] A point A
* \param [in] B point B
* \return ditance
*/
double LenghtLine(const Point &A, const Point &B) {
double dx = B.x - A.x;
double dy = B.y - A.y;
return std::sqrt((dx * dx) + (dy * dy));
}
/**
* Compute the area of triangle formed by three points using [Heron's
* formula](https://en.wikipedia.org/wiki/Heron%27s_formula).
* If the lengths of the sides of the triangle are \f$a,\,b,\,c\f$ and
* \f$s=\displaystyle\frac{a+b+c}{2}\f$ is the semi-perimeter then the area is
* given by \f[A=\sqrt{s(s-a)(s-b)(s-c)}\f]
* \param [in] A vertex A
* \param [in] B vertex B
* \param [in] C vertex C
* \returns area of triangle
*/
double TriangleArea(const Point &A, const Point &B, const Point &C) {
double a = LenghtLine(A, B);
double b = LenghtLine(B, C);
double c = LenghtLine(C, A);
double p = (a + b + c) / 2;
return std::sqrt(p * (p - a) * (p - b) * (p - c));
}
/**
* Check if a set of points lie within given circle. This is true if the
* distance of all the points from the centre of the circle is less than the
* radius of the circle
* \param [in] P set of points to check
* \param [in] Center coordinates to centre of the circle
* \param [in] R radius of the circle
* \returns True if P lies on or within the circle
* \returns False if P lies outside the circle
*/
bool PointInCircle(const std::vector<Point> &P, const Point &Center, double R) {
for (size_t i = 0; i < P.size(); i++) {
if (LenghtLine(P[i], Center) > R)
return false;
}
return true;
}
/**
* Find the centre and radius of a circle enclosing a set of points.\n
* The function returns the radius of the circle and prints the coordinated of
* the centre of the circle.
* \param [in] P vector of points
* \returns radius of the circle
*/
double circle(const std::vector<Point> &P) {
double minR = INFINITY;
double R;
Point C;
Point minC;
/* This code is invalid and does not give correct result for TEST 3 */
// for each point in the list
for (size_t i = 0; i < P.size() - 2; i++)
// for every subsequent point in the list
for (size_t j = i + 1; j < P.size(); j++)
// for every subsequent point in the list
for (size_t k = j + 1; k < P.size(); k++) {
// here, we now have picked three points from the given set of
// points that we can use
// viz., P[i], P[j] and P[k]
C.x = -0.5 * ((P[i].y * (P[j].x * P[j].x + P[j].y * P[j].y -
P[k].x * P[k].x - P[k].y * P[k].y) +
P[j].y * (P[k].x * P[k].x + P[k].y * P[k].y -
P[i].x * P[i].x - P[i].y * P[i].y) +
P[k].y * (P[i].x * P[i].x + P[i].y * P[i].y -
P[j].x * P[j].x - P[j].y * P[j].y)) /
(P[i].x * (P[j].y - P[k].y) +
P[j].x * (P[k].y - P[i].y) +
P[k].x * (P[i].y - P[j].y)));
C.y = 0.5 * ((P[i].x * (P[j].x * P[j].x + P[j].y * P[j].y -
P[k].x * P[k].x - P[k].y * P[k].y) +
P[j].x * (P[k].x * P[k].x + P[k].y * P[k].y -
P[i].x * P[i].x - P[i].y * P[i].y) +
P[k].x * (P[i].x * P[i].x + P[i].y * P[i].y -
P[j].x * P[j].x - P[j].y * P[j].y)) /
(P[i].x * (P[j].y - P[k].y) +
P[j].x * (P[k].y - P[i].y) +
P[k].x * (P[i].y - P[j].y)));
R = (LenghtLine(P[i], P[j]) * LenghtLine(P[j], P[k]) *
LenghtLine(P[k], P[i])) /
(4 * TriangleArea(P[i], P[j], P[k]));
if (!PointInCircle(P, C, R)) {
continue;
}
if (R <= minR) {
minR = R;
minC = C;
}
}
// for each point in the list
for (size_t i = 0; i < P.size() - 1; i++)
// for every subsequent point in the list
for (size_t j = i + 1; j < P.size(); j++) {
// check for diameterically opposite points
C.x = (P[i].x + P[j].x) / 2;
C.y = (P[i].y + P[j].y) / 2;
R = LenghtLine(C, P[i]);
if (!PointInCircle(P, C, R)) {
continue;
}
if (R <= minR) {
minR = R;
minC = C;
}
}
std::cout << minC.x << " " << minC.y << std::endl;
return minR;
}
/** Test case: result should be:
* \n Circle with
* \n radius 3.318493136080724
* \n centre at (3.0454545454545454, 1.3181818181818181)
*/
void test() {
std::vector<Point> Pv;
Pv.push_back(Point(0, 0));
Pv.push_back(Point(5, 4));
Pv.push_back(Point(1, 3));
Pv.push_back(Point(4, 1));
Pv.push_back(Point(3, -2));
std::cout << circle(Pv) << std::endl;
}
/** Test case: result should be:
* \n Circle with
* \n radius 1.4142135623730951
* \n centre at (1.0, 1.0)
*/
void test2() {
std::vector<Point> Pv;
Pv.push_back(Point(0, 0));
Pv.push_back(Point(0, 2));
Pv.push_back(Point(2, 2));
Pv.push_back(Point(2, 0));
std::cout << circle(Pv) << std::endl;
}
/** Test case: result should be:
* \n Circle with
* \n radius 1.821078397711709
* \n centre at (2.142857142857143, 1.7857142857142856)
* @todo This test fails
*/
void test3() {
std::vector<Point> Pv;
Pv.push_back(Point(0.5, 1));
Pv.push_back(Point(3.5, 3));
Pv.push_back(Point(2.5, 0));
Pv.push_back(Point(2, 1.5));
std::cout << circle(Pv) << std::endl;
}
/** Main program */
int main() {
test();
std::cout << std::endl;
test2();
std::cout << std::endl;
test3();
return 0;
}