Skip to main content

Qualitative and quantitative optimization in answer set programming

Project description

# asprin
> A general framework for qualitative and quantitative optimization in answer set programming.

## Description
`asprin` is a general framework for optimization in ASP that allows:
* computing optimal stable models of logic programs with preferences, and
* defining new preference types in a very easy way.
Some preference types (`subset`, `pareto`...) are already defined in `asprin`'s library,
but many more can be defined simply writing a logic program.

For a formal description of `asprin`, please read our [paper](http://www.cs.uni-potsdam.de/wv/pdfformat/brderosc15a.pdf) ([bibtex](http://www.cs.uni-potsdam.de/wv/bibtex/brderosc15a.bib)).

Starting with version 3, asprin is documented in the [Potassco guide](https://github.com/potassco/guide/releases/).
Older versions are documented in the [Potassco guide on Sourceforge](https://sourceforge.net/projects/potassco/files/guide/).


## Usage
```bash
$ asprin [number_of_models] [options] [files]
```
By default, asprin loads its library `asprin_lib.lp`. This may be disabled with option `--no-asprin-lib`.

Option `--help` prints help.

## Building
`asprin` requires Python (version 2.7 is tested), and
the python module of [clingo](https://github.com/potassco/clingo) (version 5.2.1 is tested),
whose directory should be in the environment variable `PYTHONPATH`:

* On Windows,
you can download the corresponding [clingo release](https://github.com/potassco/clingo/releases/download/v5.2.1/clingo-5.2.1-win64.zip),
uncompress it in some directory `dir`,
and set `PYTHONPATH` to `dir\clingo-5.2.0-win64\python-api` (with `set PYTHONPATH=dir\clingo-5.2.0-win64\python-api`).

* On Mac,
you can download the corresponding [clingo release](https://github.com/potassco/clingo/releases/download/v5.2.0/clingo-5.2.0-macos-10.9.tar.gz),
uncompress it in some directory `dir`,
and set `PYTHONPATH` to `dir\clingo-5.2.0-macos-10.9\python-api` (with `export PYTHONPATH=dir\clingo-5.2.0-macos-10.9\python-api`).

* On Unix, you can download the [source code](https://github.com/potassco/clingo/archive/v5.2.0.tar.gz),
build it following the instructions in `INSTALL.md`, and set `PYTHONPATH` accordingly.

`asprin` can be installed with [pip](https://pip.pypa.io) via
```pip install asprin```.

For a local installation, add option ```--user```.
In this case, setting environment variable `PYTHONUSERBASE` to `dir` before running `pip`,
`asprin` will be installed in `dir/bin/asprin`.

If that does not work,
you can always download the sources from [here](https://pypi.org/project/asprin/#files) in some directory `dir`,
and run `asprin` with `python dir/asprin/asprin/asprin.py`.

System tests may be run with ```asprin --test```.

For older releases, please click [here](https://pypi.org/project/asprin/#history).

## Examples
```
$ cat examples/example1.lp
dom(1..3).
1 { a(X) : dom(X) }.
#show a/1.

#preference(p,subset) {
a(X)
}.
#optimize(p).


$ asprin examples/example1.lp 0
asprin version 3.0.0
Reading from examples/example1.lp
Solving...
Answer: 1
a(3)
OPTIMUM FOUND
Answer: 2
a(2)
OPTIMUM FOUND
Answer: 3
a(1)
OPTIMUM FOUND

Models : 3
Optimum : yes
Optimal : 3

$ cat examples/example2.lp
%
% base program
%

dom(1..3).
1 { a(X) : dom(X) } 2.
1 { b(X) : dom(X) } 2.
#show a/1.
#show b/1.

%
% basic preference statements
%

#preference(p(1),subset){
a(X)
}.

#preference(p(2),less(weight)){
X :: b(X)
}.

#preference(p(3),aso){
a(X) >> not a(X) || b(X)
}.

#preference(p(4),poset){
a(X);
b(X);
a(X) >> b(X)
}.

%
% composite preference statements
%

#preference(q,pareto){
**p(X)
}.

#preference(r,neg){
**q
}.

%
% optimize statement
%

#optimize(r).

$ asprin examples/example2.lp
asprin version 3.0.0
Reading from examples/example2.lp
Solving...
Answer: 1
a(3) b(1)
OPTIMUM FOUND

Models : 1+
Optimum : yes
```

## Contributors

* Javier Romero


Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

asprin-3.0.1.tar.gz (116.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

asprin-3.0.1-py2-none-any.whl (177.7 kB view details)

Uploaded Python 2

File details

Details for the file asprin-3.0.1.tar.gz.

File metadata

  • Download URL: asprin-3.0.1.tar.gz
  • Upload date:
  • Size: 116.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for asprin-3.0.1.tar.gz
Algorithm Hash digest
SHA256 c234598f9b89a5d4c5542bee2e7eacf333c92bd9f7277a28c5808778c3726886
MD5 76c6b072db6c348310580b5943b879c7
BLAKE2b-256 ab2c8be369b7f16431a185f911af49d95466ff0db81861ecc847e585b7375837

See more details on using hashes here.

File details

Details for the file asprin-3.0.1-py2-none-any.whl.

File metadata

File hashes

Hashes for asprin-3.0.1-py2-none-any.whl
Algorithm Hash digest
SHA256 0932c29c192ed8463ffde144553ae23603170d9ce794846bd1f1915fd2a52bd8
MD5 734f1d8889220fb2e0b075652e95a7fc
BLAKE2b-256 8412fd0d6d0b5bee977836ed43c3df4cc08232638945fa27cc4ada1e31a3b807

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page