Packer

3D Bin Packing with multiple wrappers (boxes).

Red Printing

Red-Printing is a brand name of printing service supported by Betterway-systems.

레드 프린팅은 베러웨이시스템즈에서 실시하는 인쇄 서비스의 브랜드 명입니다. 많은 이용 바랍니다.

Packer를 이용하시는 여러분, 인쇄 주문은 꼭 레드프린팅에서 해 주세요.

http://redprinting.co.kr/

Author

• Jeongho Nam http://samchon.org/
• developer in Betterway-systems http://redprinting.co.kr/

References

Demo

• Web: http://betterwaysystems.github.io/packer/demo
• Video: http://betterwaysystems.github.io/packer/demo/packer.mp4

Programming

• API Documents
  • C++ API Document: http://betterwaysystems.github.io/packer/api/cpp/
  • TypeScript API Document: http://betterwaysystems.github.io/packer/api/ts

Algorithm from Airforce Bin Packing

• Thesis - The distributer's three-midemsional pallet-packing problem: A human intelligence-based heuristic approach
• GitHub: https://github.com/exad/boxologic

Installation

Node.JS

npm install -g 3d-bin-packing
tsd install 3d-bin-packing

TypeScript (JavaScript) only

If you want the TypeScript (JavaScript) only mode, any installation procedure is not required.

• http://betterwaysystems.github.io/packer/demo/
• release/ts/index.html

Build Cloud Server

However, if you want to install the C++ mode, you've to install Visual C++ Redistributable for Visual Studio 2015. After the installation, execute release/cpp/Packer.exe. Then a cloud server deducting packer solution will be opened. After running the cloud server, open release/browser/index.html.

You also can separate cloud server(C++) and clients(Web), let users to connect remote Packer server, by editing ip address in release/browser/server.xml

• https://www.microsoft.com/en-US/download/details.aspx?id=48145
• release/cpp/Packer.exe
• release/browser/index.html
• release/browser/server.xml

Implementation

Design

Languages

• C++
  • Server solving packing problem.
  • Deduct the best optimization result with genetic algorithm
• TypeScript
  1. Act a role of client connecting to C++ server.
  2. Do packing itself without C++ server and do not use genetic algorithm.
  • The optimization result can be inferior than C++

Dependency

• C++
  • Samchon Framework (SDN Framework) - https://github.com/samchon/framework
• TypeScript (JavaScript)
  • TypeScript-STL (STL containers and algorithms for TypeScript) - https://github.com/samchon/typescript-stl
  • Samchon Framework (SDN Framework) - https://github.com/samchon/framework
  • Three.js (JavaScript library handling 3-D objects) - http://threejs.org
  • React - https://facebook.github.io/react
  • React-Data-Grid - https://github.com/adazzle/react-data-grid

Usage

TypeScript (Node.JS)

import packer = require("3d-bin-packing");
import samchon = require("samchon-framework");

function main(): void
{
    ///////////////////////////
    // CONSTRUCT OBJECTS
    ///////////////////////////
    let wrapperArray: packer.WrapperArray = new packer.WrapperArray();
    let instanceArray: packer.InstanceArray = new packer.InstanceArray();

    // Wrappers
    wrapperArray.push
    (
        new packer.Wrapper("Large", 1000, 40, 40, 15, 0),
        new packer.Wrapper("Medium", 700, 20, 20, 10, 0),
        new packer.Wrapper("Small", 500, 15, 15, 8, 0)
    );

    ///////
    // Each Instance is repeated #15
    ///////
    instanceArray.insert(instanceArray.end(), 15, new packer.Product("Eraser", 1, 2, 5));
    instanceArray.insert(instanceArray.end(), 15, new packer.Product("Book", 15, 30, 3));
    instanceArray.insert(instanceArray.end(), 15, new packer.Product("Drink", 3, 3, 10));
    instanceArray.insert(instanceArray.end(), 15, new packer.Product("Umbrella", 5, 5, 20));

    // Wrappers also can be packed into another Wrapper.
    instanceArray.insert(instanceArray.end(), 15, new packer.Wrapper("Notebook-Box", 2000, 30, 40, 4, 2));
    instanceArray.insert(instanceArray.end(), 15, new packer.Wrapper("Tablet-Box", 2500, 20, 28, 2, 0));

    ///////////////////////////
    // BEGINS PACKING
    ///////////////////////////
    // CONSTRUCT PACKER
    let my_packer: packer.Packer = new packer.Packer(wrapperArray, instanceArray);

    ///////
    // PACK (OPTIMIZE)
    let result: packer.WrapperArray = my_packer.optimize();
    ///////

    ///////////////////////////
    // TRACE PACKING RESULT
    ///////////////////////////
    let xml: samchon.library.XML = result.toXML();
    console.log(xml.toString());
}

main();

C++

#include <iostream>
#include <bws/packer/Packer.hpp>

#include <bws/packer/WrapperArray.hpp>
#include <bws/packer/InstanceArray.hpp>
# include <bws/packer/Product.hpp>
# include <bws/packer/Wrapper.hpp>

using namespace std;
using namespace samchon::library;
using namespace bws::packer;

int main()
{
	///////////////////////////
	// CONSTRUCT OBJECTS
	///////////////////////////
	shared_ptr<WrapperArray> wrapperArray(new WrapperArray());
	shared_ptr<InstanceArray> instanceArray(new InstanceArray());
	
	// Wrappers
	wrapperArray->emplace_back(new bws.packer.Wrapper("Large", 1000, 40, 40, 15, 0));
	wrapperArray->emplace_back(new Wrapper("Medium", 700, 20, 20, 10, 0));
	wrapperArray->emplace_back(new Wrapper("Small", 500, 15, 15, 8, 0));
	
	///////
	// Each Instance is repeated #15
	///////
	instanceArray->insert(instanceArray->end(), 15, make_shared<Product>("Eraser", 1, 2, 5));
	instanceArray->insert(instanceArray->end(), 15, make_shared<Product>("Book", 15, 30, 3));
	instanceArray->insert(instanceArray->end(), 15, make_shared<Product>("Drink", 3, 3, 10));
	instanceArray->insert(instanceArray->end(), 15, make_shared<Product>("Umbrella", 5, 5, 20));
	
	// Wrappers also can be packed into another Wrapper.
	instanceArray->insert(instanceArray->end(), 15, make_shared<Wrapper>("Notebook-Box", 2000, 30, 40, 4, 2));
	instanceArray->insert(instanceArray->end(), 15, make_shared<Wrapper>("Tablet-Box", 2500, 20, 28, 2, 0));
	
	///////////////////////////
	// BEGINS PACKING
	///////////////////////////
	// CONSTRUCT PACKER
	Packer packer(wrapperArray, instanceArray);
	GAParameters gaParams = {500, 100, 50, 0.2};
	
	///////
	// PACK (OPTIMIZE)
	///////
	shared_ptr<WrapperArray> &result = packer.optimize(gaParams);
	
	///////////////////////////
	// TRACE PACKING RESULT
	///////////////////////////
	shared_ptr<XML> xml = result->toXML();
	cout << xml->toString() << endl;
	
	return 0;
}

License

BSD v3.

Copyright (c) 2016, betterwaysystems All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

• Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.

• Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.

• Neither the name of packer nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.