777 lines
17 KiB
C++
777 lines
17 KiB
C++
#include<iostream>
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#include<stdlib.h>
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#include<windows.h>
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#include<conio.h>
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#include<string>
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#include<list>
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#include<set>
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#include<math.h>
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#include<stack>
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using namespace std;
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const float maxFloat=FLT_MAX;
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const int ROW = 27;
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const int COL = 27;
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typedef pair<int, int> Pair;
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typedef pair<double, pair<int, int>> pPair;
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struct cell
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{
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int parent_i, parent_j;
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double f, g, h;
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};
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char pole[27][27][2];
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int poleInt[27][27][2];
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int pozycjaTraktoraX = 1, pozycjaTraktoraY = 1;
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char currentWay = 'S';
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char underTraktor = '.';
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double timeToDest = 0.0;
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void color(string foregroundColor, string backgroundColor)
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{
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HANDLE hOut;
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hOut = GetStdHandle(STD_OUTPUT_HANDLE);
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int foregroundCode = 15;
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if (foregroundColor == "black")
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foregroundCode = 0;
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if (foregroundColor == "dark_blue")
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foregroundCode = 1;
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if (foregroundColor == "green")
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foregroundCode = 2;
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if (foregroundColor == "cyan")
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foregroundCode = 3;
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if (foregroundColor == "dark_red")
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foregroundCode = 4;
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if (foregroundColor == "purple")
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foregroundCode = 5;
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if (foregroundColor == "dark_yellow")
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foregroundCode = 6;
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if (foregroundColor == "light_gray")
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foregroundCode = 7;
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if (foregroundColor == "gray")
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foregroundCode = 8;
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if (foregroundColor == "blue")
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foregroundCode = 9;
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if (foregroundColor == "lime")
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foregroundCode = 10;
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if (foregroundColor == "light_blue")
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foregroundCode = 11;
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if (foregroundColor == "red")
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foregroundCode = 12;
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if (foregroundColor == "magenta")
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foregroundCode = 13;
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if (foregroundColor == "yellow")
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foregroundCode = 14;
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if (foregroundColor == "white")
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foregroundCode = 15;
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int backgroundCode = 0;
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if (backgroundColor == "black")
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backgroundCode = 0;
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if (backgroundColor == "dark_blue")
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backgroundCode = 1;
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if (backgroundColor == "green")
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backgroundCode = 2;
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if (backgroundColor == "cyan")
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backgroundCode = 3;
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if (backgroundColor == "dark_red")
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backgroundCode = 4;
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if (backgroundColor == "purple")
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backgroundCode = 5;
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if (backgroundColor == "dark_yellow")
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backgroundCode = 6;
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if (backgroundColor == "light_gray")
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backgroundCode = 7;
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if (backgroundColor == "gray")
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backgroundCode = 8;
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if (backgroundColor == "blue")
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backgroundCode = 9;
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if (backgroundColor == "lime")
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backgroundCode = 10;
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if (backgroundColor == "light_blue")
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backgroundCode = 11;
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if (backgroundColor == "red")
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backgroundCode = 12;
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if (backgroundColor == "magenta")
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backgroundCode = 13;
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if (backgroundColor == "yellow")
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backgroundCode = 14;
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if (backgroundColor == "white")
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backgroundCode = 15;
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SetConsoleTextAttribute(hOut, foregroundCode + backgroundCode * 16);
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}
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void SetWindow(int Width, int Height)
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{
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_COORD coord;
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coord.X = Width;
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coord.Y = Height;
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_SMALL_RECT Rect;
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Rect.Top = 0;
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Rect.Left = 0;
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Rect.Bottom = Height - 1;
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Rect.Right = Width - 1;
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HANDLE Handle = GetStdHandle(STD_OUTPUT_HANDLE); // Get Handle
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SetConsoleScreenBufferSize(Handle, coord); // Set Buffer Size
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SetConsoleWindowInfo(Handle, TRUE, &Rect); // Set Window Size
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}
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void updatePola()
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{
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system("cls");
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for (int i = 0; i < 27; i++)
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{
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for (int j = 0; j < 27; j++)
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{
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char item = pole[i][j][0];
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switch (item)
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{
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case 'B':
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{
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color("purple", "dark_yellow");
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}break;
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case 'T':
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{
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color("red", "dark_yellow");
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}break;
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case 'G':
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{
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color("lime", "dark_yellow");
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}break;
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case '.':
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{
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color("yellow", "dark_yellow");
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}break;
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case '#':
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{
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color("light_gray", "gray");
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}break;
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}
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cout << pole[i][j][0];
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}
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cout << endl;
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color("white", "black");
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}
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}
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void correctMovement(char wantedWay)
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{
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while (currentWay != wantedWay)
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{
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switch (currentWay)
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{
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case 'N':
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{
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if (wantedWay == 'S')
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currentWay = wantedWay;
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else
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currentWay = 'W';
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}break;
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case 'S':
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{
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if (wantedWay == 'N')
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currentWay = wantedWay;
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else
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currentWay = 'W';
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}break;
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case 'W':
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{
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if (wantedWay == 'E')
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currentWay = wantedWay;
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else
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currentWay = 'N';
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}break;
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case 'E':
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{
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if (wantedWay == 'W')
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currentWay = wantedWay;
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else
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currentWay = 'N';
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}break;
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}
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}
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}
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void Move(char kierunek)
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{
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switch (kierunek)
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{
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//góra-(w)
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case 'w':
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{
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if (pole[pozycjaTraktoraY - 1][pozycjaTraktoraX][0] != '#')
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{
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correctMovement('N');
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = underTraktor;
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pozycjaTraktoraY--;
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underTraktor = pole[pozycjaTraktoraY][pozycjaTraktoraX][0];
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = 'T';
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}
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updatePola();
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}break;
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//dół-(s)
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case 's':
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{
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if (pole[pozycjaTraktoraY + 1][pozycjaTraktoraX][0] != '#')
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{
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correctMovement('S');
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = underTraktor;
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pozycjaTraktoraY++;
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underTraktor = pole[pozycjaTraktoraY][pozycjaTraktoraX][0];
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = 'T';
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}
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updatePola();
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}break;
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//lewo-(a)
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case 'a':
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{
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if (pole[pozycjaTraktoraY][pozycjaTraktoraX - 1][0] != '#')
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{
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correctMovement('W');
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = underTraktor;
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pozycjaTraktoraX--;
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underTraktor = pole[pozycjaTraktoraY][pozycjaTraktoraX][0];
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = 'T';
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}
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updatePola();
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}break;
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//prawo-(d)
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case 'd':
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{
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if (pole[pozycjaTraktoraY][pozycjaTraktoraX + 1][0] != '#')
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{
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correctMovement('E');
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = underTraktor;
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pozycjaTraktoraX++;
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underTraktor = pole[pozycjaTraktoraY][pozycjaTraktoraX][0];
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pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = 'T';
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}
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updatePola();
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}break;
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}
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}
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bool isValid(int x, int y)
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{
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if (pole[x][y][0] != '#')
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{
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return true;
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}
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return false;
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}
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bool isDestination(int x, int y,Pair dest)
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{
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if (dest.first == x && dest.second == y)
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{
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return true;
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}
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return false;
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}
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double calculateHValue(int x, int y, Pair dest)
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{
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return abs(x - dest.first) + abs(y - dest.second);
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}
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void tracePath(cell cellDetails[][COL], Pair dest, string action)
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{
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//printf("\nThe Path is "); //----start info
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int row = dest.first;
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int col = dest.second;
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pair<int, int>src = make_pair(pozycjaTraktoraX, pozycjaTraktoraY);
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timeToDest = 0;
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stack<Pair> Path;
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while (!(cellDetails[row][col].parent_i == row
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&& cellDetails[row][col].parent_j == col))
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{
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Path.push(make_pair(row, col));
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int temp_row = cellDetails[row][col].parent_i;
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int temp_col = cellDetails[row][col].parent_j;
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row = temp_row;
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col = temp_col;
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}
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Path.push(make_pair(row, col));
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while (!Path.empty())
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{
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pair<int, int> p = Path.top();
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Path.pop();
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if (action == "move" || action == "moveWithTime")
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{
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if (p.first > pozycjaTraktoraX)
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Move('d');
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if (p.first < pozycjaTraktoraX)
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Move('a');
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if (p.second > pozycjaTraktoraY)
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Move('s');
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if (p.second < pozycjaTraktoraY)
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Move('w');
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Sleep(1000);
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}
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if (action == "time" || action == "moveWithTime")
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{
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if ((p.first != src.first || p.second != src.second)
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&& (p.first != dest.first || p.second != dest.second))
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{
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timeToDest += ((int)pole[p.second][p.first][1] - 48)*1.0;
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}
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}
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//printf("-> (%d,%d) ", p.first, p.second); //---- informacja wierzchołku
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}
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if (action == "time" || action == "moveWithTime")
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{
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timeToDest /= 2;
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}
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return;
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}
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void aStarSearch(int grid[][COL], Pair src, Pair dest, string action)
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{
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bool closedList[ROW][COL];
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memset(closedList, false, sizeof(closedList));
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cell cellDetails[ROW][COL];
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int i, j;
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for (i = 0; i < ROW; i++)
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{
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for (j = 0; j < COL; j++)
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{
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cellDetails[i][j].f = maxFloat;
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cellDetails[i][j].g = maxFloat;
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cellDetails[i][j].h = maxFloat;
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cellDetails[i][j].parent_i = -1;
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cellDetails[i][j].parent_j = -1;
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}
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}
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i = src.first, j = src.second;
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cellDetails[i][j].f = 0.0;
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cellDetails[i][j].g = 0.0;
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cellDetails[i][j].h = 0.0;
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cellDetails[i][j].parent_i = i;
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cellDetails[i][j].parent_j = j;
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set<pPair> openList;
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openList.insert(make_pair(0.0, make_pair(i, j)));
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bool foundDest = false;
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while (!openList.empty())
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{
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pPair p = *openList.begin();
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openList.erase(openList.begin());
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i = p.second.first;
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j = p.second.second;
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closedList[i][j] = true;
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double gNew, hNew, fNew;
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double waga = 1.0;
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waga = ((double)pole[j][i][1] - 48)*1.0;//----waga
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//----------- 1st Successor (North) ------------
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if (isValid(i - 1, j) == true)
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{
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if (isDestination(i - 1, j, dest) == true)
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{
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cellDetails[i - 1][j].parent_i = i;
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cellDetails[i - 1][j].parent_j = j;
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//printf("The destination cell is found\n");
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tracePath(cellDetails, dest, action);
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foundDest = true;
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return;
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}
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else if (closedList[i - 1][j] == false)
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{
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gNew = cellDetails[i][j].g + waga;
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hNew = calculateHValue(i - 1, j, dest);
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fNew = gNew + hNew;
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if (cellDetails[i - 1][j].f == maxFloat ||
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cellDetails[i - 1][j].f > fNew)
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{
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openList.insert(make_pair(fNew,
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make_pair(i - 1, j)));
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cellDetails[i - 1][j].f = fNew;
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cellDetails[i - 1][j].g = gNew;
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cellDetails[i - 1][j].h = hNew;
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cellDetails[i - 1][j].parent_i = i;
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cellDetails[i - 1][j].parent_j = j;
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}
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}
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}
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//----------- 2nd Successor (South) ------------
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if (isValid(i + 1, j) == true)
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{
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if (isDestination(i + 1, j, dest) == true)
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{
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cellDetails[i + 1][j].parent_i = i;
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cellDetails[i + 1][j].parent_j = j;
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//printf("The destination cell is found\n");
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tracePath(cellDetails, dest, action);
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foundDest = true;
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return;
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}
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else if (closedList[i + 1][j] == false)
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{
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gNew = cellDetails[i][j].g + waga;
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hNew = calculateHValue(i + 1, j, dest);
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fNew = gNew + hNew;
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if (cellDetails[i + 1][j].f == maxFloat ||
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cellDetails[i + 1][j].f > fNew)
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{
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openList.insert(make_pair(fNew, make_pair(i + 1, j)));
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cellDetails[i + 1][j].f = fNew;
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cellDetails[i + 1][j].g = gNew;
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cellDetails[i + 1][j].h = hNew;
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cellDetails[i + 1][j].parent_i = i;
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cellDetails[i + 1][j].parent_j = j;
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}
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}
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}
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//----------- 3rd Successor (East) ------------
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if (isValid(i, j + 1) == true)
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{
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if (isDestination(i, j + 1, dest) == true)
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{
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cellDetails[i][j + 1].parent_i = i;
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cellDetails[i][j + 1].parent_j = j;
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//printf("The destination cell is found\n");
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tracePath(cellDetails, dest, action);
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foundDest = true;
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return;
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}
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else if (closedList[i][j + 1] == false)
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{
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gNew = cellDetails[i][j].g + waga;
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hNew = calculateHValue(i, j + 1, dest);
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fNew = gNew + hNew;
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if (cellDetails[i][j + 1].f == maxFloat ||
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cellDetails[i][j + 1].f > fNew)
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{
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openList.insert(make_pair(fNew,
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make_pair(i, j + 1)));
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cellDetails[i][j + 1].f = fNew;
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cellDetails[i][j + 1].g = gNew;
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cellDetails[i][j + 1].h = hNew;
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cellDetails[i][j + 1].parent_i = i;
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cellDetails[i][j + 1].parent_j = j;
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}
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}
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}
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//----------- 4th Successor (West) ------------
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if (isValid(i, j - 1) == true)
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{
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if (isDestination(i, j - 1, dest) == true)
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{
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cellDetails[i][j - 1].parent_i = i;
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cellDetails[i][j - 1].parent_j = j;
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//printf("The destination cell is found\n");
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tracePath(cellDetails, dest, action);
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foundDest = true;
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return;
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}
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else if (closedList[i][j - 1] == false)
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{
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gNew = cellDetails[i][j].g + waga;
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hNew = calculateHValue(i, j - 1, dest);
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fNew = gNew + hNew;
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if (cellDetails[i][j - 1].f == maxFloat ||
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cellDetails[i][j - 1].f > fNew)
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{
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openList.insert(make_pair(fNew,
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make_pair(i, j - 1)));
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cellDetails[i][j - 1].f = fNew;
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cellDetails[i][j - 1].g = gNew;
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cellDetails[i][j - 1].h = hNew;
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cellDetails[i][j - 1].parent_i = i;
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cellDetails[i][j - 1].parent_j = j;
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}
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}
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}
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}
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/*if (foundDest == false)
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printf("Failed to find the Destination Cell\n");*/
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return;
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}
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void gogo(int endX,int endY)
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{
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updatePola();
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Sleep(1000);
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int grid[27][27];
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for (int i = 0; i < 27; i++)
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{
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for (int j = 0; j < 27; j++)
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{
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grid[i][j] = 0;
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}
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}
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Pair src = make_pair(pozycjaTraktoraX, pozycjaTraktoraY);
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Pair dest = make_pair(endX, endY);
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//aStarSearch(grid, src, dest, "time");
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aStarSearch(grid, src, dest, "move");
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//aStarSearch(grid, src, dest, "moveWithTime");
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//cout << timeToDest;
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}
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double countTimeToDest(int endX, int endY)
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{
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//updatePola();
|
|
int grid[27][27];
|
|
for (int i = 0; i < 27; i++)
|
|
{
|
|
for (int j = 0; j < 27; j++)
|
|
{
|
|
grid[i][j] = 0;
|
|
}
|
|
}
|
|
Pair src = make_pair(pozycjaTraktoraX, pozycjaTraktoraY);
|
|
Pair dest = make_pair(endX, endY);
|
|
aStarSearch(grid, src, dest, "time");
|
|
return timeToDest;
|
|
}
|
|
|
|
|
|
double Sigmoid(double number)
|
|
{
|
|
return (number / (1.0 + abs(number)));
|
|
}
|
|
double lookOfVege(int x, int y)
|
|
{
|
|
int state = poleInt[y][x][1];
|
|
int proOrFer = poleInt[y][x][0];
|
|
if (state == 0)// - brak
|
|
{
|
|
return 0.0;
|
|
}
|
|
if (state >= 1 && state < 15)// - kiełek
|
|
{
|
|
return 1.0;
|
|
}
|
|
if (state >= 15 && state < 30)// - młoda roślina
|
|
{
|
|
return 2.0;
|
|
}
|
|
if (state >= 30 && state < 60)// - dojrzała
|
|
{
|
|
return 3.0;
|
|
}
|
|
if (state >= 60 && state < 85)// - przejrzała
|
|
{
|
|
if (proOrFer == 2 && state < 70)// - z środkiem dojrzała
|
|
{
|
|
return 3.0;
|
|
}
|
|
return 4.0;
|
|
}
|
|
if (state >= 85 && state <= 100)// - zniszczona
|
|
{
|
|
if (proOrFer == 2 && state < 90)// - z środkiem przejrzała
|
|
{
|
|
return 4.0;
|
|
}
|
|
return 5.0;
|
|
}
|
|
}
|
|
double setValusesRange(double a, double b, double x)
|
|
{
|
|
double avr = ((a + b) / 2);
|
|
return Sigmoid(x - avr);
|
|
}
|
|
|
|
void firstHiddenLayer()
|
|
{
|
|
//25*25-1
|
|
}
|
|
|
|
void neuronsInputBuild()
|
|
{
|
|
const int numberOfCellsInPole = (25 * 25);// -1;
|
|
const int inputNeuronsCount = numberOfCellsInPole * 4;
|
|
|
|
double typeOfVege[numberOfCellsInPole];
|
|
double timeToGetToVege[numberOfCellsInPole];
|
|
double protectOrFertilize[numberOfCellsInPole];
|
|
double stateOfVege[numberOfCellsInPole];
|
|
|
|
for (int i = 1; i <= 25; i++)
|
|
{
|
|
for (int j = 1; j <= 25; j++)
|
|
{
|
|
if (pole[i][j][0] != 'T')
|
|
{
|
|
int tempCell = (((i - 1) * 25) + (j - 1));
|
|
if (j >= pozycjaTraktoraX && i >= pozycjaTraktoraY)
|
|
{
|
|
int tempCell = (((i - 1) * 25) + (j - 1))-1;
|
|
}
|
|
typeOfVege[tempCell] = setValusesRange(1, 9, pole[i][j][1]);//type after weight 1-9
|
|
timeToGetToVege[tempCell] = setValusesRange(0, 25 * 25 * 9, countTimeToDest(j, i));//time x.0
|
|
protectOrFertilize[tempCell] = setValusesRange(0, 3, poleInt[i][j][0]);//0.0 1.0 2.0 3.0
|
|
stateOfVege[tempCell] = setValusesRange(0, 5, lookOfVege(j, i));//0.0-5.0*/
|
|
}
|
|
}
|
|
}
|
|
cout << "set neutrons";
|
|
double **weightMatrix = (double **)malloc(inputNeuronsCount * sizeof(double *));
|
|
for (int i = 0; i < inputNeuronsCount; i++)
|
|
{
|
|
weightMatrix[i] = (double *)malloc(numberOfCellsInPole * sizeof(double));
|
|
}
|
|
|
|
firstHiddenLayer();
|
|
|
|
|
|
}
|
|
|
|
|
|
void test1()
|
|
{
|
|
pole[1][3][0] = 'B';
|
|
pole[1][3][1] = '9';
|
|
pole[3][1][0] = 'B';
|
|
pole[3][1][1] = '9';
|
|
poleInt[1][3][1] = 1;
|
|
poleInt[3][1][1] = 1;
|
|
}
|
|
void test2()
|
|
{
|
|
for (int i = 1; i < 26; i++)
|
|
{
|
|
for (int j = 1; j < i; j++)
|
|
{
|
|
pole[i][j][0] = 'B';
|
|
pole[i][j][1] = '9';
|
|
poleInt[i][j][1] = 1;
|
|
}
|
|
}
|
|
test1();
|
|
updatePola();
|
|
}
|
|
void baseSetup()
|
|
{
|
|
for (int i = 0; i < 25; i++)
|
|
{
|
|
pole[i + 1][i + 1][0] = 'B';
|
|
pole[i + 1][i + 1][1] = '9';
|
|
poleInt[i + 1][i + 1][1] = 1;
|
|
}
|
|
pole[1][1][0] = 'T';
|
|
pole[1][1][1] = '1';
|
|
updatePola();
|
|
}
|
|
|
|
void start1()
|
|
{
|
|
int goalX = 3, goalY = 4;
|
|
test1();
|
|
baseSetup();
|
|
pole[goalY][goalX][0] = 'G';
|
|
pole[goalY][goalX][1] = '9';
|
|
pole[goalY][goalX][1] = 1;
|
|
gogo(goalX, goalY);
|
|
}
|
|
void start2()
|
|
{
|
|
int goalX = 6, goalY = 6;
|
|
test2();
|
|
baseSetup();
|
|
pole[goalY][goalX][0] = 'G';
|
|
pole[goalY][goalX][1] = '9';
|
|
pole[goalY][goalX][1] = 1;
|
|
gogo(goalX, goalY);
|
|
}
|
|
void start3()
|
|
{
|
|
int goalX = 6, goalY = 9;
|
|
test2();
|
|
baseSetup();
|
|
pole[goalY][goalX][0] = 'G';
|
|
pole[goalY][goalX][1] = '9';
|
|
pole[goalY][goalX][1] = 1;
|
|
gogo(goalX, goalY);
|
|
}
|
|
|
|
void neuroStart1()
|
|
{
|
|
int b1X = 4, b1Y = 5;
|
|
int b2X = 24, b2Y = 1;
|
|
int b3X = 24, b3Y = 2;
|
|
int b4X = 25, b4Y = 2;
|
|
int b5X = 25, b5Y = 1;
|
|
|
|
pozycjaTraktoraX = 1, pozycjaTraktoraY = 1;
|
|
pole[pozycjaTraktoraY][pozycjaTraktoraX][0] = 'T';
|
|
pole[pozycjaTraktoraY][pozycjaTraktoraX][1] = '1';
|
|
|
|
updatePola();
|
|
|
|
neuronsInputBuild();
|
|
}
|
|
|
|
int main()
|
|
{
|
|
SetWindow(50, 30);
|
|
//create pola//
|
|
for (int i = 0; i < 27; i++)
|
|
{
|
|
pole[i][0][0] = '#';
|
|
pole[0][i][0] = '#';
|
|
pole[26][i][0] = '#';
|
|
pole[i][26][0] = '#';
|
|
pole[i][0][1] = '9';
|
|
pole[0][i][1] = '9';
|
|
pole[26][i][1] = '9';
|
|
pole[i][26][1] = '9';
|
|
}
|
|
for (int i = 1; i < 26; i++)
|
|
{
|
|
for (int j = 1; j < 26; j++)
|
|
{
|
|
pole[i][j][0] = '.';
|
|
pole[i][j][1] = '1';
|
|
poleInt[i][j][0] = 0;
|
|
poleInt[i][j][1] = 0;
|
|
}
|
|
}
|
|
|
|
//baseSetup();
|
|
|
|
updatePola();
|
|
|
|
//start3(); // testy start 1-3
|
|
neuroStart1();
|
|
|
|
//---------start---------//
|
|
bool traktorDziala = true;
|
|
|
|
char akcja;
|
|
|
|
do
|
|
{
|
|
akcja = _getch();
|
|
if (akcja == 'w' || akcja == 's' || akcja == 'a' || akcja == 'd')
|
|
{
|
|
Move(akcja);
|
|
}
|
|
if (akcja == '0')
|
|
{
|
|
traktorDziala = false;
|
|
}
|
|
} while (traktorDziala);
|
|
//---------end---------//
|
|
|
|
return 0;
|
|
} |