{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:32:33Z","timestamp":1763191953536,"version":"3.45.0"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228569","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["LAPC: Large Language Model-Powered Adaptive Parameter Control for Evolutionary Algorithms"],"prefix":"10.1109","author":[{"given":"Yisong","family":"Zhang","sequence":"first","affiliation":[{"name":"Harbin Institute of Technology,Space Control and Inertial Technology Research Center,Harbin,China"}]},{"given":"Guoxing","family":"Yi","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,Space Control and Inertial Technology Research Center,Harbin,China"}]},{"given":"Hao","family":"Wang","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,Space Control and Inertial Technology Research Center,Harbin,China"}]},{"given":"Yu","family":"Cheng","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,Space Control and Inertial Technology Research Center,Harbin,China"}]},{"given":"Yiran","family":"Chen","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,Space Control and Inertial Technology Research Center,Harbin,China"}]},{"given":"Zhennan","family":"Wei","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology,Space Control and Inertial Technology Research Center,Harbin,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04832-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.05.012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2005.855515"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2996355"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/4235.771166"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75514-2_9"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1108\/eb005486"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1613\/jair.2861"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0029727"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.927707"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tevc.2024.3443913"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2024.101517"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3605943"},{"article-title":"Is chatgpt the ultimate programming assistant\u2013how far is it?","year":"2023","author":"Tian","key":"ref14"},{"article-title":"Robots that ask for help: Uncertainty alignment for large language model planners","year":"2023","author":"Ren","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMsr2214184"},{"article-title":"Capabilities of gpt-4 on medical challenge problems","year":"2023","author":"Nori","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MLCAD58807.2023.10299874"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3638530.3664163"},{"article-title":"Large language models as optimizers","volume-title":"The Twelfth International Conference on Learning Representations","author":"Yang","key":"ref20"},{"article-title":"Exploring the true potential: Evaluating the black-box optimization capability of large language models","year":"2024","author":"Huang","key":"ref21"},{"article-title":"Connecting large language models with evolutionary algorithms yields powerful prompt optimizers","year":"2023","author":"Guo","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2024.129272"},{"article-title":"Algorithm evolution using large language model","year":"2023","author":"Liu","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3459664"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/mcii64973.2025.11032980"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3638530.3654238"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CEC60901.2024.10611913"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3694791"},{"article-title":"As-llm: When algorithm selection meets large language model","year":"2023","author":"Wu","key":"ref30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3583133.3596401"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-024-04654-6"},{"article-title":"Reevo: Large language models as hyper-heuristics with reflective evolution","year":"2024","author":"Ye","key":"ref33"},{"article-title":"Larger language models do in-context learning differently","year":"2023","author":"Wei","key":"ref34"},{"article-title":"Text and patterns: For effective chain of thought, it takes two to tango","year":"2022","author":"Madaan","key":"ref35"},{"article-title":"Large language models as general pattern machines","year":"2023","author":"Mirchandani","key":"ref36"},{"key":"ref37","article-title":"Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitions","volume-title":"Ph.D. dissertation","author":"Hansen","year":"2009"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/KES.1998.725893"},{"key":"ref39","article-title":"Evolutionsstrategie","author":"Rechenberg","year":"1973","journal-title":"Optimierung technischer Systeme nach Prinzipien derbiologischen Evolution"},{"key":"ref40","first-page":"692","article-title":"Controlling genetic algorithms with reinforcement learning","volume-title":"Proceedings of the 4th annual conference on genetic and evolutionary computation","author":"Pettinger"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69868-5_10"},{"key":"ref42","first-page":"486","article-title":"A theoretical analysis of deep q-learning","volume-title":"Learning for dynamics and control","author":"Fan","year":"2020"},{"article-title":"Gemma 2: Improving open language models at a practical size","year":"2024","author":"Team","key":"ref43"},{"article-title":"The llama 3 herd of models","year":"2024","author":"Dubey","key":"ref44"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228569.pdf?arnumber=11228569","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:27:38Z","timestamp":1763191658000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228569\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228569","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}