https://github.com/juliaqubo/pseudobooleanoptimization.jl

Pseudo-Boolean Optimization Library for Julia
https://github.com/juliaqubo/pseudobooleanoptimization.jl

julia optimization pseudo-boolean

Last synced: about 23 hours ago
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Pseudo-Boolean Optimization Library for Julia

• Host: GitHub
• URL: https://github.com/juliaqubo/pseudobooleanoptimization.jl
• Owner: JuliaQUBO
• License: mit
• Created: 2023-05-11T01:17:30.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-15T19:39:05.000Z (8 months ago)
• Last Synced: 2024-10-10T22:03:06.367Z (about 1 month ago)
• Topics: julia, optimization, pseudo-boolean
• Language: Julia
• Homepage: https://psrenergy.github.io/PseudoBooleanOptimization.jl/
• Size: 431 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# PseudoBooleanOptimization.jl



    

        

    

    


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## Introduction

$$ f(\mathbf{x}) = \sum_{\omega \subseteq [n]} c_{\omega} \prod_{j \in \omega} x_{j} $$

## Installation

```julia

julia> import Pkg; Pkg.add("PseudoBooleanOptimization")

```

## Getting Started

```julia

using PseudoBooleanOptimization

const PBO = PseudoBooleanOptimization

f = PBO.PBF{Symbol,Float64}([

    [:x, :y] => 10.0,

    [:x, :z] => 15.0,

    [:y, :z] => -5.0,

])

g = PBO.PBF{Symbol,Float64}([

    :x => 1.0,

    :y => 2.0,

    :z => 3.0,

])

h = f + g

```

Output:

```julia

1.0x + 2.0y + 3.0z + 10.0x*y + 15.0x*z - 5.0y*z

```