Giter VIP home page Giter VIP logo

push_swap's Introduction

The push_swap problem from 42 Network is a coding challenge that involves sorting a stack of integers using a limited set of operations, aiming to use the fewest operations possible. A powerful approach to solve this problem is using the three-way, three-pivot quicksort algorithm.
Here’s a step-by-step explanation of how this algorithm is implemented to solve the push_swap problem:

Overview

  • Initialization
  • Choosing Pivots
  • Partitioning
  • Recursive Sorting
  • Combining Results

Step-by-Step Explanation

Step 1: Initialization

  1. Stacks Setup: You start with two stacks, a and b.
    Initially, stack a contains all the unsorted integers, and stack b is empty.

  2. Operation Set: The allowed operations are:

    • sa: swap the first two elements of stack a
    • sb: swap the first two elements of stack b
    • ss: sa and sb simultaneously
    • pa: push the top element from stack b to stack a
    • pb: push the top element from stack a to stack b
    • ra: rotate stack a upwards (first element becomes the last)
    • rb: rotate stack b upwards (first element becomes the last)
    • rr: ra and rb simultaneously
    • rra: rotate stack a downwards (last element becomes the first)
    • rrb: rotate stack b downwards (last element becomes the first)
    • rrr: rra and rrb simultaneously

Step 2: Choosing Pivots

  1. Finding Pivots:
    For three-way partitioning, you need to choose three pivot values.

    • pivot1: value at one-third position in the sorted array
    • pivot2: value at two-thirds position in the sorted array
    • pivot3: median value in the sorted array
  2. Dividing the Array: These pivots divide the array into four parts:

    • Elements less than pivot1
    • Elements between pivot1 and pivot2
    • Elements between pivot2 and pivot3
    • Elements greater than pivot3

Step 3: Partitioning

  1. Initial Partitioning: Use the pivots to partition the elements in stack a into four parts. During partitioning:

    • Elements less than pivot1 are pushed to stack b.
    • Elements between pivot1 and pivot2 are rotated to the bottom of stack a.
    • Elements between pivot2 and pivot3 remain in their place.
    • Elements greater than pivot3 are pushed to stack b.
  2. Operations:

    • Use pb to move elements to stack b.
    • Use ra and rra to rotate stack a.

Step 4: Recursive Sorting

  1. Sort the Subarrays:

    • Recursively apply the same partitioning process to the subarrays created by the pivots.
  2. Handle Each Subarray:

    • Sort elements in stack b (those less than pivot1 and greater than pivot3) using similar partitioning and recursive sorting.

Step 5: Combining Results

  1. Merging Sorted Sections:
    • After sorting the elements recursively, merge them back together.
    • Use pa to move elements from stack b to stack a.
  2. Final Adjustments:
    • Ensure that all elements are sorted and in the correct order in stack a.

Notes

  • Efficiency: This approach is efficient because it reduces the problem size with each recursive call.
  • Edge Cases: Handle edge cases where the stack has very few elements differently to avoid unnecessary operations.
  • Optimization: Further optimize by balancing the number of operations and minimizing the depth of recursion.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.