Local Search Solver (Python)

A solver based on local search.

This is the Python3 version of the C++ package fontanf/localsearchsolver.

Description

The goal of this repository is to provide a simple framework to quickly implement algorithms based on local search.

Solving a problem only requires a couple hundred lines of code (see examples).

Algorithms:

• Restarting Local Search restarting_local_search
• Iterated Local Search iterated_local_search

Examples

Travelling Salesman Problem

Knapsack Problem

Usage, running examples from command line

Install

pip3 install localsearchsolverpy

Running an example:

mkdir -p data/travellingsalesman/instance
python3 -m examples.travellingsalesman -a generator -i data/travellingsalesman/instance
python3 -m examples.travellingsalesman -a restarting_local_search -i data/travellingsalesman/instance_50.json
python3 -m examples.travellingsalesman -a iterated_local_search -i data/travellingsalesman/instance_50.json

Update:

pip3 install --upgrade localsearchsolverpy

Usage, Python library

See examples.