{"id":25703244,"url":"https://github.com/tomtkg/pareto-front-estimation","last_synced_at":"2026-07-16T18:30:17.311Z","repository":{"id":174427496,"uuid":"652221699","full_name":"tomtkg/Pareto-Front-Estimation","owner":"tomtkg","description":"Pareto Front Estimation Using Unit Hyperplane","archived":false,"fork":false,"pushed_at":"2024-06-08T17:09:03.000Z","size":46880,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-06-08T18:27:26.549Z","etag":null,"topics":["estimation","kriging","matlab","multi-objective-optimization","response-surface-methodology","visualization"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tomtkg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-06-11T13:30:39.000Z","updated_at":"2024-06-08T18:27:28.748Z","dependencies_parsed_at":null,"dependency_job_id":"80bbe751-f415-4016-ac42-bef7ebb779f5","html_url":"https://github.com/tomtkg/Pareto-Front-Estimation","commit_stats":null,"previous_names":["tomtkg/pareto-front-estimation"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FPareto-Front-Estimation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FPareto-Front-Estimation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FPareto-Front-Estimation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FPareto-Front-Estimation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tomtkg","download_url":"https://codeload.github.com/tomtkg/Pareto-Front-Estimation/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240610028,"owners_count":19828717,"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":["estimation","kriging","matlab","multi-objective-optimization","response-surface-methodology","visualization"],"created_at":"2025-02-25T05:28:34.026Z","updated_at":"2026-07-16T18:30:15.212Z","avatar_url":"https://github.com/tomtkg.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Pareto Front Estimation Using Unit Hyperplane\n[![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=tomtkg/Pareto-Front-Estimation)\n![](https://img.shields.io/github/languages/code-size/tomtkg/Pareto-Front-Estimation)\n![](https://img.shields.io/github/last-commit/tomtkg/Pareto-Front-Estimation)\n\n## How to use\nPFE.m is main file. You can execute PFE.m like\n```\n\u003e\u003e PFE\n```\nor\n```\nmatlab -batch PFE\n```\n\n* EMO2021 version: the input is a vector with the dimension of the objective number - 1.\n* Doctoral thesis version: the input is a vector with the same dimensions as the objective number.\n\n# Sample images\n||||\n|:-:|:-:|:-:|\n|![image](Data/png/D6SLD.png)|![image](Data/png/D6ILD.png)|![image](Data/png/D6UDH.png)|\n|Simpex-lattice|Incremental lattice|Hammersley method|\n\n## Reference\n* Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato: **Pareto Front Estimation Using Unit Hyperplane**, Proc. of The 11th Edition of International Conference Series on Evolutionary Multi-Criterion Optimization (EMO2021), Lecture Notes in Computer Science (LNCS), Vol. 12654, Springer, Cham, pp. 126–138, 2021. [DOI](https://doi.org/10.1007/978-3-030-72062-9_11).\n* Tomoaki Takagi: **Pareto Front Estimation for Multi-Objective Decision-Making and Supervised/Unsupervised Multi-Objective Optimization**, Ph.D. thesis, The University of Electro-Communications, March 2023. [DOI](http://doi.org/10.18952/00010335).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomtkg%2Fpareto-front-estimation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftomtkg%2Fpareto-front-estimation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomtkg%2Fpareto-front-estimation/lists"}