Welcome to Kaiwu SDK

Getting Started

• Overview
  • Kaiwu SDK
  • CPQC
  • Ising Model
  • QUBO
  • Solving Models Using CPQC
• Installation Instructions
• Beginner Tutorial 1 - How to generate the QUBO matrix
  • Introduction
  • QUBO Modeling
  • Modeling Code
• Beginner Tutorial 2-Traveling Salesman Problem
  • What is the Traveling Salesman Problem
  • Analysis of the Traveling Salesman Problem
  • Traveling Salesman Solution
  • Complete and Incomplete Graphs
  • Applying quantum computing to solve the traveling salesman problem
• Beginner’s Tutorial 3 - Maximum Cut Problem
  • Problem Description
  • Modeling code
• Beginner’s Tutorial 4 - Cloud Platform and Real Machine Use Cases
  • Use case description
  • Code modeling and generating qubo matrix
  • Log in to the cloud platform to upload the matrix

FAQ

• Installation and use FAQ
  • License file generation exception
  • Python version error
  • Mac architecture error
  • Authorization code expires
  • SDK import error (ModuleNotFoundError)
  • Install the latest SDK
• HOBO
  • 1. High Order Binary Optimization
  • 2. Matters need attention
  • 3. Examples
• Automatically determine the penalty factor
  • 1. Penalty coefficient
  • 2. Estimation method
  • 3. Examples
• Parameter Precision
  • Parameter Precision conversion requirements
  • QUBO to Ising
  • Methods for reducing precision in kaiwuSDK
  • perform_precision_adaption_mutate
  • perform_precision_adaption_split
• Explanation of Adding a Variable When Converting QUBO to Ising

Module Manual

• kaiwu.qubo package
  • Module Contents
• kaiwu.cim package
  • Module Contents
• kaiwu.ising package
  • Module contents
• kaiwu.preprocess package
  • Module contents
• kaiwu.classical package
  • Module Contents
• kaiwu.sampler package
  • Module Contents
• kaiwu.solver package
  • Module contents

Featured Examples

• Intelligent Scheduling, Efficient Empowerment: Unveiling the Path to Optimal Resource Allocation in Computing Power Networks
  • Challenges Faced by Computing Power Networks
  • Components of a Computing Power Network
  • Problem Description
  • The essence of the problem
  • In-depth analysis
  • Reference model for the first question
  • Reference Model for Question 2
  • Reference Code
• Case Study - Job Scheduling Problem (with Quantum Computing Comparison)
  • 🙋‍♀️🙋‍♂️What is the Job Scheduling Problem (JSP)?
  • Application Case: Task Scheduling in Cloud Computing 🖧
  • Problem Definition 📖
  • Mathematical Description of JSP and the QUBO Model
  • Model Code
  • ❇️Summary
• Introduction Case Study - Genome Assembly
  • What is Genome Assembly?
  • Common Genome Assembly Algorithms
  • Applying Quantum Computing to Solve Genome Assembly Problems
  • Comparison of Quantum Computing and Classical Methods

About

• License Agreement
• Release Agreement