cll Algorithm

The Closed Loop Learning (CLL) algorithm is a sophisticated machine learning technique designed to continuously improve the performance and accuracy of a system over time. This approach incorporates feedback loops that enable the algorithm to learn from its mistakes and refine its predictions or decisions based on real-world data. In this way, the CLL algorithm breaks the traditional paradigm of developing a static model, which is then deployed and utilized without any updates. Instead, it fosters a dynamic learning environment where the model is constantly evolving, adapting, and improving itself to better serve the needs of the users. One of the key aspects of the CLL algorithm is that it leverages the concept of reinforcement learning, which is a type of machine learning where an agent learns to make decisions by taking actions in an environment to achieve a goal. The algorithm receives feedback in the form of rewards or penalties, allowing it to adjust its behavior and decision-making process accordingly. By incorporating this feedback loop, the CLL algorithm is able to identify areas where its performance is suboptimal and make the necessary adjustments to improve its accuracy and efficiency. This continuous learning process ensures that the algorithm's performance remains at its peak and can adapt to new and changing circumstances, making it a powerful tool for a wide range of applications, including natural language processing, computer vision, and robotics.
/*
    A simple class for Cicular Linear Linked List
*/
#include "cll.h"
using namespace std;

/* Constructor */
cll::cll()
{
    head = NULL;
    total = 0;
}

cll::~cll()
{
    /* Desstructure, no need to fill */
}

/* Display a list. and total element */
void cll::display()
{
    if (head == NULL)
        cout << "List is empty !" << endl;
    else
    {
        cout << "CLL list: ";
        node *current = head;
        for (int i = 0; i < total; i++)
        {
            cout << current->data << " -> ";
            current = current ->next;
        }
        cout << head->data << endl;
        cout << "Total element: "<< total <<endl;
    }
}

/* List insert a new value at head in list */
void cll::insert_front(int new_data)
{
    node *newNode;
    newNode = new node;
    newNode->data = new_data;
    newNode->next = NULL;
    if(head==NULL) {
        head = newNode;
        head -> next = head;
    } else {
        node *current = head;
        while (current -> next != head) {
            current = current->next;
        }
        newNode->next = head;
        current->next = newNode;
        head = newNode;
    }
    total++;
}

/* List insert a new value at head in list */
void cll::insert_tail(int new_data)
{
    node *newNode;
    newNode = new node;
    newNode->data = new_data;
    newNode->next = NULL;
    if(head==NULL) {
        head = newNode;
        head -> next = head;
    } else {
        node *current = head;
        while (current -> next != head) {
            current = current->next;
        }
        current->next = newNode;
        newNode->next = head;
    }
    total++;
}

/* Get total element in list */
int cll::get_size()
{
    return total;
}


/* Return true if the requested item (sent in as an argument)
is in the list, otherwise return false */
bool cll::find_item(int item_to_find)
{
    if (head == NULL) {
        cout << "List is empty !" << endl;
        return false;
    } else {
        node *current = head;
        while (current -> next != head) {
            if (current->data == item_to_find)
                return true;
            current = current->next;
        }
        return false;
    }
}

/* Overloading method*/
int cll::operator*()
{
    return head->data;
}

/* Overload the pre-increment operator.
   The iterator is advanced to the next node. */
void cll::operator++()
{
    if (head == NULL) {
        cout << "List is empty !" << endl;
    } else {
        node *current = head;
        while (current -> next != head) {
            current = current -> next;
        }
        current->next = head -> next;
        head = head -> next;
    }
    total--;
}

LANGUAGE:

DARK MODE: