c++ Genetic Algorithm Mutation error - c++

I Have a problem with the mutation function within my genetic Algorithm. I can't quite see what I am doing wrong either. I've looked at this code for a while and I think the logic is correct, it's just not producing the results i want.
The problem
When i output the Binary array located in the Child Struct, If mutation has occured on any of the bits, then a random number will be changed, and not the one that should be.
for example
0000000 is the binary string
mutation has occured on the second
bit
0001000 would be the result
This section is located within the main.
for (int Child = 0; Child < ParentNumberInit; Child++)
{
cout << endl;
mutation(child[Child],Child);
}
This is the mutation function
void mutation(struct Parent Child1,int childnumber)
{
int mutation; // will be the random number generated
cout << endl << "Child " << (childnumber+1) << endl;
//loop through every bit in the binary string
for (int z = 0; z < Binscale; z++)
{
mutation = 0; // set mutation at 0 at the start of every loop
mutation = rand()%100; //create a random number
cout << "Generated number = " << mutation << endl;
//if variable mutation is smaller, mutation occurs
if (mutation < MutationRate)
{
if(Child1.binary_code[z] == '0')
Child1.binary_code[z] = '1';
else if(Child1.binary_code[z] == '1')
Child1.binary_code[z] = '0';
}
}
}
It's being outputted in the main like this
for (int childnumber = 0; childnumber < ParentNumberInit; childnumber++)
{
cout<<"Child "<<(childnumber+1)<<" Binary code = ";
for (int z = 0; z < Binscale; z ++)
{
cout<<child[childnumber].binary_code[z];
}
cout<<endl;
}

You can't throttle the multation rate this way. You need to separate the mutated bit from the probability of the mutation occuring.
for (int z = 0; z < Binscale; z++)
{
if (rand() % 100 < MutationRate)
{
// flip bit
Child1.binary_code[z] += 1;
Child1.binary_code[z] %= 2;
}
}
Even simpler way to flip bit:
Child1.binary_code[z] ^= 1;

try this:
void mutation(Parent& Child1,int childnumber)

Related

comparing a string at index i to a value in C++

So im working on a class assignment where I need to take a base 2 binary number and convert it to its base 10 equivalent. I wanted to store the binary as a string, then scan the string and skip the 0s, and at 1s add 2^i. Im not able to compare the string at index i to '0, and im not sure why if(binaryNumber.at(i) == '0') isnt working. It results in an "out of range memory error". Can someone help me understand why this doesnt work?
#include <iostream>
using namespace std;
void main() {
string binaryNumber;
int adder;
int total = 0;
cout << "Enter a binary number to convert to decimal \n";
cin >> binaryNumber;
reverse(binaryNumber.begin(),binaryNumber.end());
for (int i = 1; i <= binaryNumber.length(); i++) {
if(binaryNumber.at(i) == '0') { //THIS IS THE PROBLEM
//do nothing and skip to next number
}
else {
adder = pow(2, i);
total = adder + total;
}
}
cout << "The binary number " << binaryNumber << " is " << total << " in decimal form.\n";
system("pause");
}
Array indices for C++ and many other languages use zero based index. That means for array of size 5, index ranges from 0 to 4. In your code your are iterating from 1 to array_length. Use:
for (int i = 0; i < binaryNumber.length(); i++)
The problem is not with the if statement but with your loop condition and index.
You have your index begin at one, while the first character of a string will be at index zero. Your out memory range error is caused by the fact that the loop stops when less than or equal, causing the index to increase one too many and leave the memory range of the string.
Simply changing the loop from
for (int i = 1; i <= binaryNumber.length(); i++) {
if(binaryNumber.at(i) == '0') {
}
else {
adder = pow(2, i);
total = adder + total;
}
}
To
for (int i = 0; i < binaryNumber.length(); i++) {
if(binaryNumber.at(i) == '0') {
}
else {
adder = pow(2, i);
total = adder + total;
}
}
Will solve the issue.
Because your started from 1 and not 0
for (int i = 1; i <= binaryNumber.length(); i++)
Try with that
for (int i = 0; i < binaryNumber.length(); i++)

Knight's tour problem compilation doesn't end

Could anyone point the flaw in the code?
The idea that I used is backtracking with recurrence and I would like to stick to this way of sloving the given problem. When the variable moves is <= 60 couple of answers are printed instantly though the program is still running. If moves = 61,62 it takes couple of minutes to print some solutions and if moves = 63 no solution is printed within 15 mins in both cases the program is still running.
Here is the code:
//checking on which move was the square visited
int board[8][8] = {{1,0,0,0,0,0,0,0},{0,0,0,0,0,0,0,0},{0,0,0,0,0,0,0,0},{0,0,0,0,0,0,0,0},
{0,0,0,0,0,0,0,0},{0,0,0,0,0,0,0,0},{0,0,0,0,0,0,0,0},{0,0,0,0,0,0,0,0}};
int x = 0;//x and y coordinate of the knight's placement
int y = 0;
//move knight by
int move_to[8][8] = {{1,2},{-1,-2},{-1,2},{1,-2},{2,1},{-2,-1},{-2,1},{2,-1}};
//how many moves have been done
int moves = 0;
void solve()
{
//printing one solution
if(moves==63)
{
for(int k = 0; k < 8; k++)
{
for(int n = 0; n < 8; n++)
cout << setw(2) << board[k][n] << " ";
cout << "\n";
}
cout << "--------------------\n";
return;
}
else
{
for(int i = 0; i < 8; i++)
{
//checking if knight is not leaving the board
if(x+move_to[i][0]<0 || x+move_to[i][0]>7 || y+move_to[i][1]<0 ||
y+move_to[i][1]>7 || board[x+move_to[i][0]][y+move_to[i][1]]>0)
continue;
//moving theknight
x+=move_to[i][0];
y+=move_to[i][1];
//increasing the moves count
moves++;
//marking the square to be visited
board[x][y] = moves+1;
//backtracking
solve();
board[x][y] = 0;
x-=move_to[i][0];
y-=move_to[i][1];
moves--;
}
}
}
int main()
{
solve();
return 0;
}
I remember this problem from study. I do not fix them but I change initial position then the first path is found faster (that is how I passed this lab ;P). It is normal because
the number of path is too big.
But you can:
choose from move_to in random order
use multiple threads
Other hand you can read about "Constraint Programming"

Vectors with binary search in c++

My code doesn't seem to work and I cannot understand why.
When the user enters a number to search for its location it doesn't show anything. If anyone could explain it to me I would greatly appreciate it.
void Array::binarySearch(vector<int> vect)
{
int search_val;
int high = (int)vect.size();
int low = 0;
int mid = 0;
bool found = false;
cout << "Enter Number to search : ";
cin>>search_val;
while (low <= high && !found) {
mid = (high + low)/2;
if (search_val > vect[mid]) {
low = mid + 1;
} else if (search_val < vect[mid]) {
high = mid - 1;
} else {
cout << "Number you entered " << search_val << " was found in position " << mid << endl;
found = true;
}
}
if (!found) {
cout << " The value isn't found " << endl;
}
}
sorted algo:
void Array::arrSort(vector<int> vect)
{
for (unsigned int i = 0; i < vect.size()-1; i++)
{
for (unsigned int j = 0; j < vect.size()-i-1; j++)
{
if (vect[j] > vect[j+1])
{
int x = vect[j+1];
vect[j+1] = vect[j];
vect[j] = x;
}
}
}
cout<<"Sorted output is "<<endl;
printArr(vect);
}
Your arrSort function takes its parameter by value, so it receives (and sorts) a copy of the original array.
To sort the array you're passing in, take the parameter by reference:
void Array::arrSort(vector<int> &vect)
As someone has pointed out, you must ensure that you are performing binary search on a sorted array. Perhaps, you should build and test each algorithm separately to ensure correctness before combining them together.
Check out std::sort to get your binary search function working, then work on your sort function––or vice versa.
Also, if you have found the item you are looking for say, vect[mid] == search_val you can go ahead and return true (or print like you've done) and terminate the algorithm.

Nested loop acting weird

EDIT: Posting everything, because it gets really weird.
using namespace std;
int main()
{
int doors = -1;
int jumper = 1;
bool isOpen[100];
string tf;
for(int i = 0 ; i < 100; i++){
isOpen[i] = false;
}
while(jumper < 100){
while(doors < 100){
if(isOpen[doors + jumper] == true){
isOpen[doors + jumper] = false;
}
else{
isOpen[doors + jumper] = true;
}
doors += jumper;
cout << doors << endl;
}
doors = -1;
jumper+=1;
}
for(int i = 0; i < 100; i++){
if(isOpen[i]){
tf = "open";
}
else{
tf = "closed.";
}
cout << "Door " << i << " is " << tf << endl;
}
return 0;
}
So I'm having a very odd problem with this piece of code.
It's supposed to go through an array of 100 items. 0 - 99 by ones then tows then threes, etc. However, after a = 10, it shoots up to 266.
Can anyone tell me why?
Edit:
This problem only happens when the for loop is commented out. When it is left in the code, it does the same thing, but it doesn't happen until 19.
If I comment out the "string tf;" as well, it continues to loop at 99.
This is all based on the doors count.
I'm unsure why either of these should be a factor to the loop that neither are connected to.
According to your description this is what you should do:
for(int adv = 1, i = 0; adv < 100;)
{
// i is array index (your b) -> use it somehow:
doSomething(arr[i]);
i += adv;
if(i >= 100)
{
i = 0;
adv++;
}
}
The (probable) reason you got weird behavior (including the 266 value) is that your code overruns the buffer. When b will be high enough (say 99), you'd write to isOpen[b + a] which will be 100 or higher (100 if a is 1, and that's just the first iteration, later iterations will go much further). If the compiler allocates isOpen before the ints you'll be overwriting them.

Vector cannot be overwritten

I'm trying to write a program for university. The goal of the program is to make a nurse schedule for a hospital. However, i'm really stuck for the moment. Below you can find one function of the program.
The input for the function is a roster which consists of the shift each nurse has to perform on each day. In this example, we have 32 rows (32 nurses) and 28 columns (representing 28 days). Each cell contains a number from 0 to 6, indicating a day off (0) or a certain shift (1 to 6).
The function should calculate for each day, how many nurses are scheduled for a certain shift. For example, on the first day, there are 8 nurses which perform shift 2, 6 shift 3 and so forth. The output of the function is a double vector.
I think the function is mostly correct but when I call it for different rosters the program always gives the first roster gave.
void calculate_nbr_nurses_per_shift(vector<vector<int>> roster1)
{
for (int i = 0; i < get_nbr_days(); i++)
{
vector<int> nurses_per_shift;
int nbr_nurses_free = 0;
int nbr_nurses_shift1 = 0;
int nbr_nurses_shift2 = 0;
int nbr_nurses_shift3 = 0;
int nbr_nurses_shift4 = 0;
int nbr_nurses_shift5 = 0;
int nbr_nurses_shift6 = 0;
for (int j = 0; j < get_nbr_nurses(); j++)
{
if (roster1[j][i] == 0)
nbr_nurses_free += 1;
if (roster1[j][i] == 1)
nbr_nurses_shift1 += 1;
if (roster1[j][i] == 2)
nbr_nurses_shift2 += 1;
if (roster1[j][i] == 3)
nbr_nurses_shift3 += 1;
if (roster1[j][i] == 4)
nbr_nurses_shift4 += 1;
if (roster1[j][i] == 5)
nbr_nurses_shift5 += 1;
if (roster1[j][i] == 6)
nbr_nurses_shift6 += 1;
}
nurses_per_shift.push_back(nbr_nurses_shift1);
nurses_per_shift.push_back(nbr_nurses_shift2);
nurses_per_shift.push_back(nbr_nurses_shift3);
nurses_per_shift.push_back(nbr_nurses_shift4);
nurses_per_shift.push_back(nbr_nurses_shift5);
nurses_per_shift.push_back(nbr_nurses_shift6);
nurses_per_shift.push_back(nbr_nurses_free);
nbr_nurses_per_shift_per_day.push_back(nurses_per_shift);
}
}
Here you can see the program:
Get_shift_assignment() and schedule_LD are other rosters.
void test_schedule_function()
{
calculate_nbr_nurses_per_shift(schedule_LD);
calculate_nbr_nurses_per_shift(get_shift_assignment());
calculate_coverage_deficit();
}
One more function you need to fully understand the problem is this one:
void calculate_coverage_deficit()
{
int deficit = 0;
for (int i = 0; i < get_nbr_days(); i++)
{
vector<int> deficit_day;
for (int j = 0; j < get_nbr_shifts(); j++)
{
deficit = get_staffing_requirements()[j] - nbr_nurses_per_shift_per_day[i][j];
deficit_day.push_back(deficit);
}
nurses_deficit.push_back(deficit_day);
}
cout << "Day 1, shift 1: there is a deficit of " << nurses_deficit[0][0] << " nurses." << endl;
cout << "Day 1, shift 2: there is a deficit of " << nurses_deficit[0][1] << " nurses." << endl;
cout << "Day 1, shift 3: there is a deficit of " << nurses_deficit[0][2] << " nurses." << endl;
cout << "Day 1, shift 4: there is a deficit of " << nurses_deficit[0][3] << " nurses." << endl;
}
So the problem is that each time I run this program it always gives me the deficits of the first roster. In this case, this is Schedule_LD. When I first run the function with input roster get_shift_assignment() than he gives me the deficits for that roster.
Apparently the nbr_nurses_per_shift_per_day[][] vector is not overwritten the second time I run the function and I don't know how to fix this... Any help would be greatly appreciated.
Let me try to summarize the comments:
By using global variables to return values from your functions it is very likely, that you forgot to remove older results from one or more of your global variables before calling functions again.
To get around this, return your results from the function instead.
Ex:
vector<vector<int>> calculate_nbr_nurses_per_shift(vector<vector<int>> roster1)
{
vector<int> nbr_nurses_per_shift_per_day; // Create the result vector
... // Do your calculations
return nbr_nurses_per_shift_per_day;
}
or if you do not want to return a vector:
void calculate_nbr_nurses_per_shift(vector<vector<int>> roster1, vector<vector<int>> nbr_nurses_per_shift_per_day)
{
... // Do your calculations
}
But clearly, the first variant is a lot less error-prone (in the second example you can forget to clear nbr_of_nurses again) and most compilers will optimize the return nbr_nurses_per_shift_per_day so the whole vector does not get copied.
The second possible issue is that ´get_nbr_days()´ might return numbers that are larger or smaller than the actual size of your vector. To work around this, use either the size() method of vector or use iterators instead.
Your first function would then look like this:
vector<vector<int>> calculate_nbr_nurses_per_shift(vector<vector<int>> roster1)
{
vector<vector<int>> nbr_nurses_per_shift_per_day;
for (vector<vector<int>>::iterator shiftsOnDay = roster1.begin(); shiftsOnDay != roster1.end(); ++shiftsOnDay)
{
vector<int> nurses_per_shift(6, 0); // Create vector with 6 elements initialized to 0
for (vector<int>::iterator shift = shiftsOnDay->begin(); shift != shiftsOnDay->end(); ++shift)
{
if (*shift == 0)
nurses_per_shift[5]++;
else
nurses_per_shift[*shift - 1]++; // This code relies on shift only containing meaningful values
}
nbr_nurses_per_shift_per_day.push_back(nurses_per_shift);
}
return nbr_nurses_per_shift_per_day;
}