Risto Heikkinen, Juha Sipilä, Vesa Ojalehto, Kaisa Miettinen
{"title":"Flexible data driven inventory management with interactive multi-objective lot size optimisation","authors":"Risto Heikkinen, Juha Sipilä, Vesa Ojalehto, Kaisa Miettinen","doi":"10.1504/ijlsm.2023.134404","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.134404","url":null,"abstract":"We study data-driven decision support and formalise a path from data to decision making. We focus on lot sizing in inventory management with stochastic demand and propose an interactive multi-objective optimisation approach. We forecast demand with a Bayesian model, which is based on sales data. After identifying relevant objectives relying on the demand model, we formulate an optimisation problem to determine lot sizes for multiple future time periods. Our approach combines different interactive multi-objective optimisation methods for finding the best balance among the objectives. For that, a decision maker with substance knowledge directs the solution process with one's preference information to find the most preferred solution with acceptable trade-offs. As a proof of concept, to demonstrate the benefits of the approach, we utilise real-world data from a production company and compare the optimised lot sizes to decisions made without support. With our approach, the decision maker obtained very satisfactory solutions.","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135105195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mode choice problem in the context of freight transportation: a systematic review and bibliometric analysis","authors":"Vipulesh Shardeo, Anchal Patil, Jitender Madaan, Ashish Dwivedi","doi":"10.1504/ijlsm.2023.133519","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.133519","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135594283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluating Additive Manufacturing Success Factors for the Aviation Industry: An Interpretive Structural Modelling Approach","authors":"Aman Gupta, Robert O. Walton","doi":"10.1504/ijlsm.2023.10054151","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10054151","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66686828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Status of Green Supply Chain Management in Power Companies","authors":"L. Singh, Sheetal Soda","doi":"10.1504/ijlsm.2023.10054343","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10054343","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66686927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Two Omni-channel fresh food retailers from a supply chain perspective","authors":"Junmin Yi, Wenzhou Wang","doi":"10.1504/ijlsm.2023.10057816","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10057816","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66687097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alisson Silva, D. Arruda, Pablo M. Pinto, Djalma Silva Guimarães Júnior
{"title":"Smart Supply Chain: A bibliometric analysis and overview","authors":"Alisson Silva, D. Arruda, Pablo M. Pinto, Djalma Silva Guimarães Júnior","doi":"10.1504/ijlsm.2023.10058198","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10058198","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66687164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A mathematical model for a capacity reservation contract with backup sourcing","authors":"H. T. Luong, Sidharath Joshi","doi":"10.1504/ijlsm.2023.10055378","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10055378","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66687412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Predictive Digital Twin for 3PL activity","authors":"Mariusz Kmiecik","doi":"10.1504/ijlsm.2023.10059278","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10059278","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135600720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Ant colony algorithm for heterogonous green vehicle routing problem with split delivery","authors":"Ilkan Sarigol","doi":"10.1504/ijlsm.2023.134405","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.134405","url":null,"abstract":"Logistic activities in urban areas are one of the leading reasons for greenhouse gas emissions. A mixed-integer linear programming model is proposed for heterogeneous green vehicle routing problem with split deliveries and time windows by considering different vehicle speeds and types. Random problems are generated and solved with the ant colony optimisation algorithm and compared with the CPLEX solver to validate the algorithm. Finally, a case problem is studied to determine managerial insights. The results suggest that vehicle capacity and type impose GHG emissions. If vehicle type is kept the same, emission released to the environment will decline with increasing vehicle capacity. Higher capacity vehicles generate less GHG emissions in scenarios with increasing demand and traffic intensity. However, small-capacity vehicles perform better in strict time windows. Finally, a reduction in emission with heterogeneous fleets is limited. Homogeneous fleets perform better and generate less emission in most of the scenarios.","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135105193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Enhancing Resilience in the Global Automotive Supply Chain: Lessons Learned from the Systematic Literature Review","authors":"K. M. Sheriff, Hokey Min","doi":"10.1504/ijlsm.2023.10054187","DOIUrl":"https://doi.org/10.1504/ijlsm.2023.10054187","url":null,"abstract":"","PeriodicalId":35422,"journal":{"name":"International Journal of Logistics Systems and Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66686892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}