{"title":"在现实世界的仓库优化问题中探索实用性：基于 Quantun 退火炉的表述和初步结果","authors":"Eneko Osaba, Esther Villar-Rodriguez, Antón Asla","doi":"arxiv-2409.09706","DOIUrl":null,"url":null,"abstract":"In the current NISQ-era, one of the major challenges faced by researchers and\npractitioners lies in figuring out how to combine quantum and classical\ncomputing in the most efficient and innovative way. In this paper, we present a\nmechanism coined as Quantum Initialization for Warehouse Optimization Problem\nthat resorts to D-Wave's Quantum Annealer. The module has been specifically\ndesigned to be embedded into already existing classical software dedicated to\nthe optimization of a real-world industrial problem. We preliminary tested the\nimplemented mechanism through a two-phase experiment against the classical\nversion of the software.","PeriodicalId":501168,"journal":{"name":"arXiv - CS - Emerging Technologies","volume":"23 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantun Annealers and Preliminary Results\",\"authors\":\"Eneko Osaba, Esther Villar-Rodriguez, Antón Asla\",\"doi\":\"arxiv-2409.09706\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the current NISQ-era, one of the major challenges faced by researchers and\\npractitioners lies in figuring out how to combine quantum and classical\\ncomputing in the most efficient and innovative way. In this paper, we present a\\nmechanism coined as Quantum Initialization for Warehouse Optimization Problem\\nthat resorts to D-Wave's Quantum Annealer. The module has been specifically\\ndesigned to be embedded into already existing classical software dedicated to\\nthe optimization of a real-world industrial problem. We preliminary tested the\\nimplemented mechanism through a two-phase experiment against the classical\\nversion of the software.\",\"PeriodicalId\":501168,\"journal\":{\"name\":\"arXiv - CS - Emerging Technologies\",\"volume\":\"23 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Emerging Technologies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.09706\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Emerging Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.09706","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantun Annealers and Preliminary Results
In the current NISQ-era, one of the major challenges faced by researchers and
practitioners lies in figuring out how to combine quantum and classical
computing in the most efficient and innovative way. In this paper, we present a
mechanism coined as Quantum Initialization for Warehouse Optimization Problem
that resorts to D-Wave's Quantum Annealer. The module has been specifically
designed to be embedded into already existing classical software dedicated to
the optimization of a real-world industrial problem. We preliminary tested the
implemented mechanism through a two-phase experiment against the classical
version of the software.
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