{"title":"Multi-period optimal bidding strategy with energy storage","authors":"Azin Khaleghi, Wouter Baar, Dario Bauso","doi":"10.1111/itor.70056","DOIUrl":"https://doi.org/10.1111/itor.70056","url":null,"abstract":"<p>We consider a setting where a wind power producer (WPP) bids in a multi-period ahead electricity market. The new elements we take into account are (i) the integration of electricity storage devices, (ii) the extension from single-period to multi-period optimal bidding, (iii) the implementation of a short-sighted strategy versus a far-sighted strategy, and (iv) the influence of information on the WPP's ability to manage risk effectively. The main contribution of this paper is that we derive explicit formulas for optimal bids under various decision-making strategies and perform quantitative analyses of these strategies. We quantify the differences in expected profits between the far-sighted and short-sighted strategies and demonstrate that access to additional information on the storage level enables more precise and informed bidding behavior. We conclude the paper with numerical analyses for illustration purposes.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"4142-4166"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/itor.70056","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148193897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Scheduling optimization of optical lens polishing","authors":"Tzu-Chin Lin, Bertrand M. T. Lin","doi":"10.1111/itor.70162","DOIUrl":"https://doi.org/10.1111/itor.70162","url":null,"abstract":"<p>Optical systems have achieved notable progress in focusing and imaging technologies; however, manual grinding remains indispensable, resulting in elevated costs, extended timelines, and inefficiencies. These difficulties are compounded by operational constraints, uneven machine utilization, and risks of order delays and escalating expenses, which threaten customer trust and business stability. Fine grinding, a vital stage in lens manufacturing, includes trial processing testing, and mass production, with setup time identified as a major determinant of production efficiency. This study integrates setup times into scheduling decisions to enhance monthly order fulfillment. The objectives are to reduce tardiness costs and optimize both machine utilization and overall efficiency. Three approaches are examined: manual scheduling, dispatching rules, and an integer programming model. Results demonstrate that the mathematical model achieves dominant efficiency when order volumes match capacity and reduces tardiness penalties to one-fourth of those under manual scheduling when capacity is exceeded, underscoring its practical relevance for lens manufacturers.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"3744-3768"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/itor.70162","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148194210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wojciech Bożejko, Mariusz Uchroński, Mieczysław Wodecki
{"title":"Quantum annealing-driven branch and bound for the total weighted tardiness traveling salesman problem on the D-Wave quantum computer","authors":"Wojciech Bożejko, Mariusz Uchroński, Mieczysław Wodecki","doi":"10.1111/itor.70161","DOIUrl":"https://doi.org/10.1111/itor.70161","url":null,"abstract":"<p>The transportation problem considered in this work consists of minimizing the sum of penalties for tardiness in the delivery of the product from the base to clients. We propose an innovative method for constructing hybrid algorithms using quantum annealing that guarantees the optimality of the solution. The hybrid algorithm alternately performs calculations on a classical computer equipped with a silicon CPU and a quantum annealer with a QPU processor. The entire method is based on the branch and bound scheme. The lower and upper bounds are calculated on the QPU, while the CPU is responsible for organizing the calculations, recalling the solution tree. The problem under consideration is of great practical importance because it is a component of many complex issues related to solving the traveling repairmen problem, which are very difficult or even impossible to solve today using classical methods. Undoubtedly, an important application of quantum computers in the future is NP-hard optimization tasks related to transportation scheduling and logistics.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"3855-3881"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148194153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Upgradable remanufacturing in the presence of green consumers: strategic analysis from a supply chain perspective","authors":"Mengdan Wang, Nengmin Wang, Margaretha Gansterer","doi":"10.1111/itor.70058","DOIUrl":"https://doi.org/10.1111/itor.70058","url":null,"abstract":"<p>Increasing consumer environmental consciousness drives many manufacturers to sell remanufactured products. Particularly, some offer upgraded remanufactured products equipped with critical components that match the quality of new ones. However, remanufacturing affects demand for new products, the supplier's wholesale pricing, and consequently, the manufacturer's profits. This study examines the manufacturer's remanufacturing strategy in the presence of green consumers by developing a model involving one supplier and one manufacturer. It encompasses no-remanufacturing, basic-remanufacturing, upgraded-remanufacturing, and hybrid-remanufacturing models. We find that when consumers place a high valuation on remanufactured products, the hybrid-remanufacturing model is optimal if the proportion of green consumers is medium, while the upgraded-remanufacturing model is optimal if the proportion of green consumers is high. If the proportion of green consumers is larger than a threshold and consumer valuation of remanufactured products is low, the basic-remanufacturing model is optimal. Interestingly, we also identify scenarios where the manufacturer benefits from not developing any remanufacturing business. When the production cost of critical components is low, the manufacturer's sale of upgraded remanufactured products leads to a win–win outcome. If the proportion of green consumers is large, remanufacturing enhances social welfare, but it may also decrease environmental performance.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"4195-4246"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148193986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Luis Lillo Otarola, Franco Basso, Raul Pezoa, Paulina Quilodrán, Mauricio Varas, Hanns de la Fuente-Mella
{"title":"From grapes to market: a systematic review of optimization model applications for supporting decision-making in the wine supply chain","authors":"Luis Lillo Otarola, Franco Basso, Raul Pezoa, Paulina Quilodrán, Mauricio Varas, Hanns de la Fuente-Mella","doi":"10.1111/itor.70118","DOIUrl":"https://doi.org/10.1111/itor.70118","url":null,"abstract":"<p>The wine industry faces growing challenges across its supply chain due to operational complexity, international competition, and rising sustainability demands. This study presents a systematic review conducted following PRISMA guidelines, analyzing 90 articles published between 1970 and 2024 on optimization models applied to the wine supply chain. We examine mathematical formulations, solution methods, decision levels (operational, tactical, strategic), and supply chain stage coverage. Results show that 87% of studies use deterministic models—predominantly mixed-integer linear programming—while only 13% incorporate uncertainty. Research focuses mainly on early stages: grape cultivation and harvest (33%) and wine production (38%), with limited attention to bottling (10%) and distribution (7%). Only 12% integrate multiple stages. The identified underexplored areas highlight opportunities to improve climate adaptation for vineyard managers, enable more integrated planning for supply chain managers, and better align sustainability goals for policymakers. By synthesizing these trends and identifying seven strategic research priorities aligned with the International Organization of Vine and Wine guidelines, this review provides actionable insights to strengthen sector resilience, efficiency, and sustainability.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"3645-3697"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148194105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Enrique García-Galán, Alberto Herrán, J. Manuel Colmenar
{"title":"An efficient variable neighborhood search approach for the facility location problem with the limited choice rule","authors":"Enrique García-Galán, Alberto Herrán, J. Manuel Colmenar","doi":"10.1111/itor.70069","DOIUrl":"https://doi.org/10.1111/itor.70069","url":null,"abstract":"<p>One of the most common problems in the expansion of a company consists of deciding the most appropriate locations for their facilities. This decision problem, known as the facility location problem, has been studied from different perspectives, considering a number of different constraints. Among these different versions of the problem, the facility location problem with the limited choice rule considers both the cost of opening facilities and the benefit of attracting customers under a deterministic utility approach. In this work, we propose a metaheuristic approach based on variable neighborhood search to tackle this problem. Our proposal is able to obtain the best results in 296 of the 309 instances studied, compared to state-of-the-art algorithms. In addition, we propose an efficient local search that obtains a 91.5% average reduction in execution time compared to the version with the straightforward implementation. Therefore, this efficient proposal can be applied to larger instances that cannot be solved with previous approaches.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"3905-3933"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/itor.70069","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148194201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Eduardo dos Santos Teixeira, Silvio Alexandre de Araujo
{"title":"A formulation and a metaheuristic approach for the clustered vehicle routing problem with d-relaxed priority rule","authors":"Eduardo dos Santos Teixeira, Silvio Alexandre de Araujo","doi":"10.1111/itor.70143","DOIUrl":"https://doi.org/10.1111/itor.70143","url":null,"abstract":"<p>This paper investigates an extension of the vehicle routing problem in which, in addition to minimizing the distance traveled, the sequencing of customer visits is subject to precedence constraints that impose visiting priorities among customers. This problem has practical applications in various real-world contexts, including humanitarian logistics and internet service provision. In this paper, we extend the literature by considering the clustered vehicle routing problem with <span></span><math>\u0000 <semantics>\u0000 <mi>d</mi>\u0000 <annotation>$d$</annotation>\u0000 </semantics></math>-relaxed priority rule, a version of the problem where all vertices must be visited exactly once, the vehicles have capacity limitations, and the vertices must be visited considering the <span></span><math>\u0000 <semantics>\u0000 <mi>d</mi>\u0000 <annotation>$d$</annotation>\u0000 </semantics></math>-relaxed priority rule. A new mathematical formulation considering the local timing case is presented, and a metaheuristic approach is proposed to tackle bigger instances. Finally, computational experiments using a general-purpose mixed-integer linear programming solver are compared with the results obtained by the metaheuristic. The results indicate that the mathematical model can find feasible solutions for small instances—although without proving optimality—while the proposed metaheuristic is able to find feasible solutions for larger instances in significantly less computational time.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 6","pages":"3714-3743"},"PeriodicalIF":2.9,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/itor.70143","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148193969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Smart food-sharing platforms for social sustainability: a heuristic algorithm approach","authors":"Behzad Maleki Vishkaei, Pietro De Giovanni","doi":"10.1111/itor.13543","DOIUrl":"10.1111/itor.13543","url":null,"abstract":"<p>This study examines how smart food-sharing platforms (SFSP) can help reduce food waste and suggests a method for using smart contracts to share extra food among different partners effectively. For smart contracts to work automatically and prevent food wastage, artificial intelligence systems can recognize how smart clauses should be executed. This will involve analyzing several factors like the selling price, expiration dates, offers from other partners, transport costs, wholesale price, shelf life, donation rates, and demand rates. The findings indicate that adopting an SFSP is an efficient solution for preemptively adopting redistribution strategies and improving social outcomes through donations as well as achieving positive environmental outcomes through reduced waste. However, we also identify cases in which reducing food waste to achieve social sustainability may negatively impact economic performance.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 5","pages":"2893-2920"},"PeriodicalIF":2.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/itor.13543","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142216751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A fast local search for the identical parallel machine scheduling problem with the position-based deteriorating effect and maintenance","authors":"Radosław Rudek","doi":"10.1111/itor.13623","DOIUrl":"10.1111/itor.13623","url":null,"abstract":"<p>In this paper, we develop a fast local search for the identical parallel machine scheduling problem with maintenance activities and the position-based deteriorating under the maximum lateness minimization. Our approach allows us to calculate criterion values in a constant time per solution in a neighbourhood. The application is given on the basis of the Nawaz–Ensore–Ham method, iterative local search, tabu search, and a family of memetic search algorithms, where their efficiency equipped with our method is compared with their classical versions. The computational experiments confirm the theoretical analysis that our approach essentially overwhelms the typical implementation and speeds up the related algorithms over 200 times for reasonable problem sizes. Thereby it allows us to search for significantly larger solution space at the same time and, therefore, radically improve the criterion values of the obtained solutions.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 5","pages":"3226-3257"},"PeriodicalIF":2.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147683324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exact time-discounting and heuristics for the EOQ model with random yield","authors":"Bacel Maddah, Mirna Abou-Mjahed, Amir El Moghrabi","doi":"10.1111/itor.70130","DOIUrl":"10.1111/itor.70130","url":null,"abstract":"<p>In inventory management, accurately estimating the financing costs is crucial, particularly in systems with random yield, where supply process uncertainties make determining the optimal order quantity and the safety stock challenging. In a quest for a more applicable economic order quantity (EOQ) model for scenarios involving uncertain supply, we develop an exact time-discounting formulation for two EOQ models with random yield variants, involving stochastically proportional and binomial supply processes. Additionally, we propose heuristics based on the traditional undiscounted cost framework, designed to derive near-optimal ordering policies through simple, closed-form adaptations of the basic EOQ model. In particular, our average cost (AC) heuristic, which adjusts the unit cost up to account for wasted supply, offers improved performance over the literature with minimal added complexity. We find that accounting for the time value of money is more critical in a random yield than in classical settings having a reliable supply.</p>","PeriodicalId":49176,"journal":{"name":"International Transactions in Operational Research","volume":"33 5","pages":"3282-3308"},"PeriodicalIF":2.9,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147683583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}