Hi, dear experts,

Now I have some packing problems in E-commerce. Usually, some boxes (bins) of fixed size are given. Then the most suitable box (or a combination) is chosen to accommodate the items in order to minimize the material costs and logistic costs. This problem can be formulated as a standard 3D packing problem. Some heuristics are proposed, such as extreme points based method, the Guillotine algorithm, the maximal rectangles algorithm, etc.

However, if we are given different size of boxes (bins), we may have different packing solutions and different costs. The costs (material costs and logistic costs, the latter is proportional to the number of boxed used) can be reduced by redesigning the box size. But how to find a better size is really complex. 3D-BP is already NP-hard. The method I can only put forward is to constantly call our packing algorithms, for different box-combinations. However, it is really time-consuming.

Do you have some ideas to redesign the boxes to minimize the costs when packing given items? Any heuristics or mathmetical programming based methods are greatly appreciated. Thanks.

asked 30 Nov '16, 05:00

LinYuan's gravatar image

LinYuan
80617
accept rate: 0%

edited 30 Nov '16, 05:05

1

Sounds like an interesting topic. Can you contact me via email: operation.research100@gmail.com and we can discuss more details, i might be able to help you.

(24 Dec '16, 15:09) opti100
3

The purpose of this site is to provide some answers so all can benefit.

(24 Dec '16, 21:07) Mike Trick ♦♦

@opti100 Thanks. I am glad that you have the same insterest. Can you share your ideas in this site as @Mike Trick suggests? Thanks a lot. Looking forward to your reply.

(27 Dec '16, 00:08) LinYuan
1

I would try to build a mip, but it sounds to me more as a research project, than something that can be answered in a post. There are open questions like how are the material costs measured (volume/surface?), can the bins be made in strange sizes, which wouldn't be acceptable (i.e. very thin, but very high width/height). Then you need some statistics about what are the most common combination of items and what is the distribution etc.

(27 Dec '16, 15:30) opti100
Be the first one to answer this question!
toggle preview

Follow this question

By Email:

Once you sign in you will be able to subscribe for any updates here

By RSS:

Answers

Answers and Comments

Markdown Basics

  • *italic* or _italic_
  • **bold** or __bold__
  • link:[text](http://url.com/ "Title")
  • image?![alt text](/path/img.jpg "Title")
  • numbered list: 1. Foo 2. Bar
  • to add a line break simply add two spaces to where you would like the new line to be.
  • basic HTML tags are also supported

Tags:

×13
×7
×2

Asked: 30 Nov '16, 05:00

Seen: 1,215 times

Last updated: 27 Dec '16, 15:30

OR-Exchange! Your site for questions, answers, and announcements about operations research.