{"id":25168464,"url":"https://github.com/2gpb/antlionoptimizer","last_synced_at":"2025-04-03T19:17:26.782Z","repository":{"id":263970075,"uuid":"891945677","full_name":"2Gpb/AntLionOptimizer","owner":"2Gpb","description":"This repository contains an implementation of the Ant Lion Optimizer (ALO), a nature-inspired algorithm used for solving optimization problems by simulating the interaction between ants and lions.","archived":false,"fork":false,"pushed_at":"2025-01-29T13:16:12.000Z","size":31,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-09T07:17:25.883Z","etag":null,"topics":["algorithm","metaheuristic-optimization","paper-based","python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/2Gpb.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-11-21T08:39:26.000Z","updated_at":"2025-01-29T13:36:24.000Z","dependencies_parsed_at":"2025-01-29T14:24:20.464Z","dependency_job_id":"b9ce895e-5b3a-4160-b654-6fed23509572","html_url":"https://github.com/2Gpb/AntLionOptimizer","commit_stats":null,"previous_names":["2gpb/antlionoptimizer"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2Gpb%2FAntLionOptimizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2Gpb%2FAntLionOptimizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2Gpb%2FAntLionOptimizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2Gpb%2FAntLionOptimizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/2Gpb","download_url":"https://codeload.github.com/2Gpb/AntLionOptimizer/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247061890,"owners_count":20877176,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["algorithm","metaheuristic-optimization","paper-based","python"],"created_at":"2025-02-09T07:17:28.072Z","updated_at":"2025-04-03T19:17:26.749Z","avatar_url":"https://github.com/2Gpb.png","language":"Python","readme":"# Ant Lion Optimizer (ALO)\n\nThis project based on the [paper](https://www.sciencedirect.com/science/article/abs/pii/S0965997815000113) and contains an implementation of the Ant Lion Optimizer (ALO), inspired by the hunting mechanism of antlions. ALO is a metaheuristic optimization method that mimics the interaction between ants and antlions in nature to solve optimization problems.\n\n\n### Main components\n- **Agent Class** - Implements the properties and methods associated with the behavior of individual agents (ants).\n\n- **Algorithm Class** - Implements the core mechanics of the Ant Lion Optimizer.\n\n- **Benchmark File** - Provides a set of standard test functions to evaluate the algorithm's performance.\n\n\n### Getting Started:\nTo run this project, you need to install the required dependencies. You can install them using pip: \n```\npip install -r requirements.txt\n```\n---\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F2gpb%2Fantlionoptimizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F2gpb%2Fantlionoptimizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F2gpb%2Fantlionoptimizer/lists"}