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sdmp

An Optimization Software Package for Approximate Dynamic Programming

https://github.com/swonh/sdmp

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 4 DOI reference(s) in README
  • ○
    Academic publication links
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (13.1%) to scientific vocabulary

Keywords

approximate csharp dotnet-framework dynamic-programming optimal-control optimization
Last synced: 6 months ago · JSON representation ·

Repository

An Optimization Software Package for Approximate Dynamic Programming

Basic Info
Statistics
  • Stars: 5
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 9
Topics
approximate csharp dotnet-framework dynamic-programming optimal-control optimization
Created over 2 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation

README.md

SDMP

License: MPL 2.0 CodeFactor codecov

SDMP is an optimization software package for solving sequential decision problems using approximate dynamic programming.

Licence

SDMP is licensed under the MPL 2.0 license.

Documentation

You can find the documentation at

English (ENG): https://swonh.gitbook.io/sdmp-user-manual-eng/

Korean (KOR): https://swonh.gitbook.io/sdmp-user-manual-kor/

Requirements

OS: Windows 10 or higher

IDE: Visual Studio 2019 or higher

Installation

To use SDMP, you must first install it.

Download latest version: SDMP-2.0.1-win64.zip

Note Run the Install.bat file, and it will install automatically. (Do not run any other files.)

Help

If you need help, please open a GitHub issue.

Collaborations

We welcome collaborators! If you want to work with us to improve and expand our software, please contact us! (You can also submit a pull request directly.)

Contact: swonhong.github@gmail.com

Acknowledgment

This work was supported in part by the National Research Foundation of Korea (NRF) grant funded by the Korean Government under Grant 2021R1A2C2005531.

Related Publication:

Accelerated Dynamic Programming Algorithms for a Car Resequencing Problem in Automotive Paint Shops
Sungwon Hong, Jinyoung Choi, Jinil Han, Kyungsik Lee
Applied Mathematical Modeling, 64, 285–297, 2018.
https://doi.org/10.1016/j.apm.2018.07.035

Owner

  • Name: Sungwon Hong
  • Login: swonh
  • Kind: user
  • Location: Seoul, Republic of Korea

Currently in Systems Optimization Lab. of the Department of Industrial Engineering at Seoul National University (SNU)

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Hong"
  given-names: "Sungwon"
  orcid: "https://orcid.org/0000-0003-4937-9392"
title: "SDMP: An Optimization Software Package for Approximate Dynamic Programming"
version: 2.0.1
date-released: 2024-12-20
url: "https://github.com/swonh/SDMP"

GitHub Events

Total
  • Release event: 3
  • Watch event: 7
  • Push event: 136
  • Create event: 3
Last Year
  • Release event: 3
  • Watch event: 7
  • Push event: 136
  • Create event: 3

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: 2 minutes
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
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  • swonh (2)
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Dependencies

examples/SDMP.General.CRP/SDMP.General.CRP.csproj nuget
examples/SDMP.General.CRP/packages.config nuget
  • Microsoft.ML 2.0.1
  • Microsoft.ML.CpuMath 2.0.1
  • Microsoft.ML.DataView 2.0.1
  • Newtonsoft.Json 13.0.1
  • OptimizedPriorityQueue 5.1.0
  • System.Buffers 4.4.0
  • System.CodeDom 4.5.0
  • System.Collections.Immutable 1.5.0
  • System.Memory 4.5.3
  • System.Numerics.Vectors 4.4.0
  • System.Reflection.Emit.Lightweight 4.3.0
  • System.Runtime.CompilerServices.Unsafe 4.5.3
  • System.Threading.Channels 4.7.1
  • System.Threading.Tasks.Extensions 4.5.4
papers/car resequencing problem/SDMP.General.CRP/SDMP.General.CRP.csproj nuget