https://github.com/poltanek/crane-random-search

Skeleton code for a simulation of a problem similar to the Crane problem however, implementing using random search algorithm expending random nodes
https://github.com/poltanek/crane-random-search

numpy python python3 random-search-algorithm

Last synced: 11 months ago
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Skeleton code for a simulation of a problem similar to the Crane problem however, implementing using random search algorithm expending random nodes

• Host: GitHub
• URL: https://github.com/poltanek/crane-random-search
• Owner: Poltanek
• License: mit
• Created: 2025-01-28T11:13:54.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-01-28T12:38:40.000Z (about 1 year ago)
• Last Synced: 2025-01-28T13:46:44.011Z (about 1 year ago)
• Topics: numpy, python, python3, random-search-algorithm
• Homepage:
• Size: 2.93 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Crane Simulation Project

## Table of Contents

- [Introduction](#introduction)

- [Key Components](#key-components)

  - [Initial State](#initial-state)

  - [State Visualisation](#state-visualisation)

  - [Actions and Costs](#actions-and-costs)

- [Functionality](#functionality)

  - [Performing Actions](#performing-actions)

  - [Performing Action Sequences](#performing-action-sequences)

- [Examples](#examples)

  - [Example 1: Move Right](#example-1-move-right)

  - [Example 2: Move Right and Drop](#example-2-move-right-and-drop)

  - [Example 3: Complex Sequence](#example-3-complex-sequence)

- [Applications](#applications)

- [Future Improvements](#future-improvements)

---

## Introduction

The **Crane Simulation Project** models the operation of a crane managing containers in a set of storage bays. The crane can move between bays, pick up containers, and drop them, while tracking the total operational cost. This project provides a foundation for simulating and optimizing warehouse or shipping yard operations.

---

## Key Components

### Initial State

- **`initial_bays`**: Represents storage bays as a list of lists. Each sublist contains the IDs of containers in a specific bay. Example:

  ```python

  initial_bays = [[1, 2], [], [4], []]