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...
{"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}
Pub Date : 2024-09-02DOI: 10.1080/0305215x.2024.2366484
Yijun Shao, Liangkuan Zhu, Chunyu Su, Jingyu Wang
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...
{"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}
Ship hull optimization techniques based on computer-aided design/computational fluid dynamics can effectively enhance the efficiency and stability of ship designs, with significant application pros...
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...
{"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}
Pub Date : 2024-08-14DOI: 10.1080/0305215x.2024.2350648
Qianfeng Cao, Ning Dai, Jiuyang Bai, Hongqing Dai
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...
{"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}
Pub Date : 2024-08-14DOI: 10.1080/0305215x.2024.2346930
Hanbyeol Park, Kihun Kim, Kikun Park, Jaeeun Kwon, Eungjun Kang, Hyerim Bae
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 ...
{"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}
Pub Date : 2024-08-14DOI: 10.1080/0305215x.2024.2386102
Milad Zarbilinezhad, Amin Gholizad
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 ...
{"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}
Pub Date : 2024-08-14DOI: 10.1080/0305215x.2024.2372633
Dan-Yang Lv, Ji-Bo Wang
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 ...
{"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}
Pub Date : 2024-08-07DOI: 10.1080/0305215x.2024.2332795
Xin Guo, Qianwang Deng, Qiang Luo, Guanhua Xie
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...
{"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}
Pub Date : 2024-08-06DOI: 10.1080/0305215x.2024.2382799
Mohammed Hameed Hafeeth, Ying Liu
Topology optimization faces challenges concerning grey transition regions, manufacturability and computational efficiency. This article introduces an approach called the volume-preserving binary (V...
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