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aaa08b0150
* 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 * 🎉 IFS fix worked - escaped quotes for git mv * protetc each word in git mv .. * filename exists in lower cases - renamed * 🎉 git push enabled * updating DIRECTORY.md * git pull & then push * formatting filenamesd7af6fdc8c
* formatting source-code ford7af6fdc8c
* 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 filenames153fb7b8a5
* formatting source-code for153fb7b8a5
* updating DIRECTORY.md * fix diff filename * added comments to the code * added test case * formatting source-code fora850308fba
* 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 forf8925e4822
* use STL's inner_product * formatting source-code forf94a330594
* 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 for15ec4c3aba
* 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 forfd69530515
* 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 foraacaf9828c
* 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 forf55ab50cf2
* 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>
206 lines
6.7 KiB
C++
206 lines
6.7 KiB
C++
/**
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* @file
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* @brief Get centre and radius of the
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* [smallest circle](https://en.wikipedia.org/wiki/Smallest-circle_problem)
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* that circumscribes given set of points.
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*
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* @see [other
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* implementation](https://www.nayuki.io/page/smallest-enclosing-circle)
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*/
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#include <cmath>
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#include <iostream>
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#include <vector>
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/** Define a point */
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struct Point {
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double x, /**< abscissa */
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y; /**< ordinate */
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/** construct a point
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* \param [in] a absicca (default = 0.0)
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* \param [in] b ordinate (default = 0.0)
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*/
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explicit Point(double a = 0.f, double b = 0.f) {
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x = a;
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y = b;
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}
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};
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/** Compute the Euclidian distance between two points \f$A\equiv(x_1,y_1)\f$ and
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* \f$B\equiv(x_2,y_2)\f$ using the formula:
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* \f[d=\sqrt{\left(x_1-x_2\right)^2+\left(y_1-y_2\right)^2}\f]
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*
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* \param [in] A point A
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* \param [in] B point B
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* \return ditance
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*/
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double LenghtLine(const Point &A, const Point &B) {
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double dx = B.x - A.x;
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double dy = B.y - A.y;
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return std::sqrt((dx * dx) + (dy * dy));
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}
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/**
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* Compute the area of triangle formed by three points using [Heron's
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* formula](https://en.wikipedia.org/wiki/Heron%27s_formula).
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* If the lengths of the sides of the triangle are \f$a,\,b,\,c\f$ and
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* \f$s=\displaystyle\frac{a+b+c}{2}\f$ is the semi-perimeter then the area is
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* given by \f[A=\sqrt{s(s-a)(s-b)(s-c)}\f]
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* \param [in] A vertex A
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* \param [in] B vertex B
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* \param [in] C vertex C
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* \returns area of triangle
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*/
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double TriangleArea(const Point &A, const Point &B, const Point &C) {
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double a = LenghtLine(A, B);
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double b = LenghtLine(B, C);
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double c = LenghtLine(C, A);
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double p = (a + b + c) / 2;
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return std::sqrt(p * (p - a) * (p - b) * (p - c));
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}
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/**
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* Check if a set of points lie within given circle. This is true if the
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* distance of all the points from the centre of the circle is less than the
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* radius of the circle
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* \param [in] P set of points to check
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* \param [in] Center coordinates to centre of the circle
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* \param [in] R radius of the circle
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* \returns True if P lies on or within the circle
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* \returns False if P lies outside the circle
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*/
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bool PointInCircle(const std::vector<Point> &P, const Point &Center, double R) {
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for (size_t i = 0; i < P.size(); i++) {
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if (LenghtLine(P[i], Center) > R)
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return false;
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}
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return true;
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}
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/**
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* Find the centre and radius of a circle enclosing a set of points.\n
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* The function returns the radius of the circle and prints the coordinated of
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* the centre of the circle.
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* \param [in] P vector of points
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* \returns radius of the circle
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*/
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double circle(const std::vector<Point> &P) {
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double minR = INFINITY;
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double R;
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Point C;
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Point minC;
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/* This code is invalid and does not give correct result for TEST 3 */
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// for each point in the list
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for (size_t i = 0; i < P.size() - 2; i++)
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// for every subsequent point in the list
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for (size_t j = i + 1; j < P.size(); j++)
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// for every subsequent point in the list
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for (size_t k = j + 1; k < P.size(); k++) {
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// here, we now have picked three points from the given set of
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// points that we can use
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// viz., P[i], P[j] and P[k]
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C.x = -0.5 * ((P[i].y * (P[j].x * P[j].x + P[j].y * P[j].y -
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P[k].x * P[k].x - P[k].y * P[k].y) +
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P[j].y * (P[k].x * P[k].x + P[k].y * P[k].y -
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P[i].x * P[i].x - P[i].y * P[i].y) +
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P[k].y * (P[i].x * P[i].x + P[i].y * P[i].y -
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P[j].x * P[j].x - P[j].y * P[j].y)) /
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(P[i].x * (P[j].y - P[k].y) +
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P[j].x * (P[k].y - P[i].y) +
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P[k].x * (P[i].y - P[j].y)));
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C.y = 0.5 * ((P[i].x * (P[j].x * P[j].x + P[j].y * P[j].y -
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P[k].x * P[k].x - P[k].y * P[k].y) +
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P[j].x * (P[k].x * P[k].x + P[k].y * P[k].y -
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P[i].x * P[i].x - P[i].y * P[i].y) +
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P[k].x * (P[i].x * P[i].x + P[i].y * P[i].y -
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P[j].x * P[j].x - P[j].y * P[j].y)) /
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(P[i].x * (P[j].y - P[k].y) +
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P[j].x * (P[k].y - P[i].y) +
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P[k].x * (P[i].y - P[j].y)));
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R = (LenghtLine(P[i], P[j]) * LenghtLine(P[j], P[k]) *
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LenghtLine(P[k], P[i])) /
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(4 * TriangleArea(P[i], P[j], P[k]));
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if (!PointInCircle(P, C, R)) {
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continue;
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}
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if (R <= minR) {
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minR = R;
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minC = C;
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}
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}
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// for each point in the list
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for (size_t i = 0; i < P.size() - 1; i++)
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// for every subsequent point in the list
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for (size_t j = i + 1; j < P.size(); j++) {
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// check for diameterically opposite points
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C.x = (P[i].x + P[j].x) / 2;
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C.y = (P[i].y + P[j].y) / 2;
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R = LenghtLine(C, P[i]);
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if (!PointInCircle(P, C, R)) {
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continue;
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}
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if (R <= minR) {
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minR = R;
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minC = C;
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}
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}
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std::cout << minC.x << " " << minC.y << std::endl;
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return minR;
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}
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/** Test case: result should be:
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* \n Circle with
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* \n radius 3.318493136080724
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* \n centre at (3.0454545454545454, 1.3181818181818181)
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*/
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void test() {
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std::vector<Point> Pv;
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Pv.push_back(Point(0, 0));
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Pv.push_back(Point(5, 4));
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Pv.push_back(Point(1, 3));
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Pv.push_back(Point(4, 1));
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Pv.push_back(Point(3, -2));
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std::cout << circle(Pv) << std::endl;
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}
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/** Test case: result should be:
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* \n Circle with
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* \n radius 1.4142135623730951
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* \n centre at (1.0, 1.0)
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*/
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void test2() {
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std::vector<Point> Pv;
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Pv.push_back(Point(0, 0));
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Pv.push_back(Point(0, 2));
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Pv.push_back(Point(2, 2));
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Pv.push_back(Point(2, 0));
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std::cout << circle(Pv) << std::endl;
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}
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/** Test case: result should be:
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* \n Circle with
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* \n radius 1.821078397711709
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* \n centre at (2.142857142857143, 1.7857142857142856)
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* @todo This test fails
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*/
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void test3() {
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std::vector<Point> Pv;
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Pv.push_back(Point(0.5, 1));
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Pv.push_back(Point(3.5, 3));
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Pv.push_back(Point(2.5, 0));
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Pv.push_back(Point(2, 1.5));
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std::cout << circle(Pv) << std::endl;
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}
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/** Main program */
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int main() {
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test();
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std::cout << std::endl;
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test2();
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std::cout << std::endl;
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test3();
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return 0;
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}
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