{"id":15543534,"url":"https://github.com/yhsunshining/fuzzy-c-means","last_synced_at":"2025-04-11T11:21:50.462Z","repository":{"id":82754560,"uuid":"84140832","full_name":"yhsunshining/fuzzy-c-means","owner":"yhsunshining","description":"FCM algorithm based on Tabu Search algorithm for fuzzy  clustering ","archived":false,"fork":false,"pushed_at":"2018-05-01T12:43:52.000Z","size":1952,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-10-03T12:30:42.502Z","etag":null,"topics":["fuzzy-cmeans","tabu"],"latest_commit_sha":null,"homepage":"","language":"Python","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/yhsunshining.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":"2017-03-07T01:42:51.000Z","updated_at":"2021-04-07T02:42:32.000Z","dependencies_parsed_at":"2023-11-04T04:30:24.487Z","dependency_job_id":null,"html_url":"https://github.com/yhsunshining/fuzzy-c-means","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhsunshining%2Ffuzzy-c-means","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhsunshining%2Ffuzzy-c-means/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhsunshining%2Ffuzzy-c-means/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhsunshining%2Ffuzzy-c-means/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yhsunshining","download_url":"https://codeload.github.com/yhsunshining/fuzzy-c-means/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248382033,"owners_count":21094534,"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":["fuzzy-cmeans","tabu"],"created_at":"2024-10-02T12:27:25.774Z","updated_at":"2025-04-11T11:21:50.454Z","avatar_url":"https://github.com/yhsunshining.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# fuzzy C-Means with Tabu Search\n## current Problem\n1. ~~How to generate the neighbourhood with the local solution?~~\n\u003e F: Use random to generate a mat, plus the mat and the solution. This dot is in a hyperrectangle neighbouthood of the mat.\n\n2. ~~How to define the tabu object, code or the mat?\nif use the mat, what should we define the object, the mat itself or the area ?~~\n\u003e F: use mat and tabu the area of a rect around the mat(see mat as a dot in N-d space)\n\n3. Calc the J first or judge the tabu-list first?\n\n4. When get the minimum J, the FMI isn't the maximum. When the FMI is maximum, the J isn't the minimum. What should we choose?\n\n5. How to comprehend the saddle point in iteration seq?\n\n6. ~~How to comprehend that the local minimun is related in the init value in iteration seq?~~\n\u003e F: In 3-d space ,z in the value of J, consider that there is a local minimun in the 2nd quadrant and a global minimun in the 4th quadrant. When y0\u003e0, it's easy to find the local mininum and never find the global mininum.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyhsunshining%2Ffuzzy-c-means","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyhsunshining%2Ffuzzy-c-means","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyhsunshining%2Ffuzzy-c-means/lists"}