{"title":"Hybrid machine learning and optimization method for solar irradiance forecasting","authors":"Chaoyang Zhu, Mengxia Wang, Mengxing Guo, Jinxin Deng, Qipei Du, Wei Wei, Yuxiang Zhang","doi":"10.1080/0305215x.2024.2390126","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2390126","url":null,"abstract":"The objective of this study is to investigate a novel hybrid model for the accurate prediction of direct normal irradiance. For this purpose, a decomposition technique, a clustering technique, an o...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"59 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An improved whale optimization algorithm for multi-robot path planning","authors":"Yijun Shao, Liangkuan Zhu, Chunyu Su, Jingyu Wang","doi":"10.1080/0305215x.2024.2366484","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2366484","url":null,"abstract":"Multi-robot path planning is challenging and has increasingly attracted attention with its widespread applications. This article proposes an improved Whale Optimization Algorithm (WOA) with Refract...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"18 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimization of reliable vehicle routing problem for medical waste collection with time windows in stochastic transportation networks","authors":"Xiang Xu, Ting Wu, Sirui Wang, Sihan Zhang, Zheyu Xu, Bainan Yang, Ziyang Ding, Liang Shen","doi":"10.1080/0305215x.2024.2388626","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2388626","url":null,"abstract":"The collection and transportation of medical waste (MW) is critical because of environmental and public safety implications. However, the variability in travel times of waste transport vehicles, in...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"308 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A dimensionality reduction optimization method for thin-walled parts to realize mass center control and lightweight design","authors":"Qianfeng Cao, Ning Dai, Jiuyang Bai, Hongqing Dai","doi":"10.1080/0305215x.2024.2350648","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2350648","url":null,"abstract":"Structural lightweight design has attracted growing attention. However, most studies have ignored the impact of lightweight design on the location of mass centres, which is an important factor affe...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"1 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hanbyeol Park, Kihun Kim, Kikun Park, Jaeeun Kwon, Eungjun Kang, Hyerim Bae
{"title":"Contrastive loss with dynamic margin for rubber-recipe physical-property prediction","authors":"Hanbyeol Park, Kihun Kim, Kikun Park, Jaeeun Kwon, Eungjun Kang, Hyerim Bae","doi":"10.1080/0305215x.2024.2346930","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2346930","url":null,"abstract":"Predicting the physical properties of rubber presents difficulties because of the intricate and nonlinear relationships between its constituent elements. The laborious nature of rubber manufacture ...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"7 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hybrid optimization algorithm based on chaos game and differential evolution for constrained optimization of structures","authors":"Milad Zarbilinezhad, Amin Gholizad","doi":"10.1080/0305215x.2024.2386102","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2386102","url":null,"abstract":"A novel hybrid optimization algorithm, chaos game optimization–differential evolution (CGO-DE), is developed in this study for the size optimization of structures. The key contribution lies in the ...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"28 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on two-machine flow shop scheduling problem with release dates and truncated learning effects","authors":"Dan-Yang Lv, Ji-Bo Wang","doi":"10.1080/0305215x.2024.2372633","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2372633","url":null,"abstract":"In this article, a two-machine flow shop scheduling problem with release dates and truncated learning effects is studied. The objective is to find a sequence such that the total completion time is ...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"69 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142219286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An effective multi-stage evolutionary algorithm for distributed scheduling with splitting jobs in heterogeneous factories","authors":"Xin Guo, Qianwang Deng, Qiang Luo, Guanhua Xie","doi":"10.1080/0305215x.2024.2332795","DOIUrl":"https://doi.org/10.1080/0305215x.2024.2332795","url":null,"abstract":"This article examines an alliance of heterogeneous factories operating as a production network, in which jobs can be divided into several sub-jobs and independently processed in distributed factori...","PeriodicalId":50521,"journal":{"name":"Engineering Optimization","volume":"86 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}