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Full truckload transportation (FTL) in the form of freight containers represents one of the most important transportation modes in international trade. Due to large volume and scale, in FTL, delivery time is often less critical but cost and…

人工智能 · 计算机科学 2020-12-14 Ning Xue , Ruibin Bai , Rong Qu , Uwe Aickelin

In recent years, the field of Transfer Evolutionary Optimization (TrEO) has witnessed substantial growth, fueled by the realization of its profound impact on solving complex problems. Numerous algorithms have emerged to address the…

神经与进化计算 · 计算机科学 2024-04-23 Yaqing Hou , Wenqiang Ma , Abhishek Gupta , Kavitesh Kumar Bali , Hongwei Ge , Qiang Zhang , Carlos A. Coello Coello , Yew-Soon Ong

This paper proposes a new numerical optimization algorithm inspired by the strawberry plant for solving complicated engineering problems. Plants like strawberry develop both runners and roots for propagation and search for water resources…

神经与进化计算 · 计算机科学 2014-07-29 F. Merrikh-Bayat

Generating simulations to train intelligent agents in game-playing and robotics from natural language input, from user input or task documentation, remains an open-ended challenge. Existing approaches focus on parts of this challenge, such…

人工智能 · 计算机科学 2024-11-12 Fan-Yun Sun , S. I. Harini , Angela Yi , Yihan Zhou , Alex Zook , Jonathan Tremblay , Logan Cross , Jiajun Wu , Nick Haber

This paper proposes an optimal allocation problem with ramified transport technology in a spatial economy. Ramified transportation is used to model the transport economy of scale in group transportation observed widely in both nature and…

最优化与控制 · 数学 2021-09-02 Qinglan Xia , Shaofeng Xu

Rental-based business models and increasing sustainability requirements intensify the need for efficient strategies to manage large machine and vehicle fleet renewal and upgrades. Optimized fleet upgrade strategies maximize overall utility,…

In this paper, we propose a new mathematical optimization approach to make decisions on the optimal design of a logistic system to produce biogas from waste. We provide an integrated model that allows decision makers to optimally determine…

最优化与控制 · 数学 2023-12-05 Víctor Blanco , Yolanda Hinojosa , Victor Zavala

We provide a method to solve optimization problem when objective function is a complex stochastic simulator of an urban transportation system. To reach this goal, a Bayesian optimization framework is introduced. We show how the choice of…

统计计算 · 统计学 2019-01-15 Laura Schultz , Vadim Sokolov

Automation of logistic processes is essential to improve productivity and reduce costs. In this context, intelligent warehouses are becoming a key to logistic systems thanks to their ability of optimizing transportation tasks and,…

In a co-design environment changes need to be integrated quickly and in an automated manner. This paper considers the challenge of creating and optimizing a global logistics system for the construction of a passenger aircraft within a…

人工智能 · 计算机科学 2023-08-31 Emmanuelle Dietz , Tobias Philipp , Gerrit Schramm , Andreas Zindel

Current world trade is based and supported in a strong and healthy supply chain, where logistics play a key role in producing and providing key assets and goods to keep societies and economies going. Current geopolitical and sanitary…

量子物理 · 物理学 2023-01-19 Juan Francisco Ariño Sales , Raúl Andres Palacios Araos

Transportation occupies one-third of the amount in the logistics costs, and accordingly transportation systems largely influence the performance of the logistics system. This work presents an adaptive data-driven innovative modular approach…

人工智能 · 计算机科学 2020-01-08 Emir Zunic , Dzenana Donko , Emir Buza

Parcel sorting operations in logistics enterprises aim to achieve a high throughput of parcels through sorting centers. These sorting centers are composed of large circular conveyor belts on which incoming parcels are placed, with multiple…

系统与控制 · 电气工程与系统科学 2021-12-10 Supratim Ghosh , Aritra Pal , Prashant Kumar , Ankush Ojha , Aditya Paranjape , Souvik Barat , Harshad Khadilkar

This paper explores the concept of fairness and equitable matching in an on-line vehicle-cargo matching setting, addressing the varying degrees of satisfaction experienced by shippers and carriers. Relevant indicators for shippers and…

最优化与控制 · 数学 2023-10-31 Binzhou Yang , Ke Han , Wenrui Tu , Qian Ge

This paper investigates the generative designing of a bracket that aids in the rotation of a linkage mounted on it with a revolute joint. Generative design is a term that is generally used when we care about weight reduction and performance…

应用物理 · 物理学 2021-01-13 Bashu Aman

Consolidation of loose packages into transport units is a fundamental activity offered by logistics service-providers. Moving the transport units instead of loose packages is faster (with one movement only, multiple packages are loaded…

最优化与控制 · 数学 2022-10-24 Enrico Angelelli , Claudia Archetti , Lorenzo Peirano

The orienteering problem is a well-studied and fundamental problem in transportation science. In the problem, we are given a graph with prizes on the nodes and lengths on the edges, together with a budget on the overall tour length. The…

最优化与控制 · 数学 2024-07-04 Eduardo Álvarez-Miranda , Markus Sinnl , Kübra Tanınmış

We describe a mechanical device which can be used as an analog computer to solve the transportation problem. In practice this device is simulated by a numerical algorithm. Tests show that this algorithm is 60 times faster than a current…

最优化与控制 · 数学 2007-05-23 Michel Henon

In cloud manufacturing, unmanned aerial vehicles (UAVs) can support both product collection and mobile edge computing (MEC). This joint operation forms a hybrid scheduling problem, where physical logistics decisions are coupled with…

人工智能 · 计算机科学 2026-05-14 Hanwen Zhang , Dusit Niyato , Wei Zhang , Xin Lou , Malcolm Yoke Hean Low

With multiple carriers in a logistics market, customers can choose the best carrier to deliver their products and packages. In this paper, we present a novel approach of using the stochastic evolutionary game to analyze the decision-making…

计算机科学与博弈论 · 计算机科学 2023-01-11 Rakpong Kaewpuang , Suttinee Sawadsitang , Dusit Niyato , Han Yu