Computational Logistics
Description
This book constitutes the refereed proceedings of the 15th International Conference on Computational Logistics, ICCL 2024, held in Monterrey, Mexico, during September 8-10, 2024.
The 23 full papers presented in this volume were carefully reviewed and selected from 52 submissions.They were organized in topical sections as follows: AI-Robotics/Logistics; AI-Driven Supply Chains; Freight and Transport Planning; Maritime Logistics; Retail, Logistics and Nearshoring; Sustainability.
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Content
.- AI-Robotics/Logistics.
.- Introducing Combi-Stations in Robotic Mobile Fulfilment Systems: A Queueing-Theory-Based Efficiency Analysis.
.- The Static Buffer Reshuffling and Retrieval Problem for Autonomous Mobile Robots.
.- Sorting Multibay Block Stacking Storage Systems with Multiple Robots.
.- Intelligent System and Framework for Integrating Machine Learning with Software Development for Predictive Banking Logistics.
.- AI-Driven Supply Chains.
.- A Deep Learning Accelerated Heuristic for Truck Loading Optimization.
.- Enhancing the Operationalization of SCRES-Based Simulation Models with AI Algorithms: A Preliminary Exploratory Analysis.
.- The Impact of Artificial Intelligence on Mexico's Logistics Sector: Challenges and Opportunities.
.- Freight and Transport Planning.
.- Approaches to Improve the Distribution Aspects of Gasoline in México.
.- Using Deep Reinforcement Learning to Dispatch Loads to Carriers under uncertain demand and dynamic fleet size.
.- An Enterprise-Wide Optimization System for Sustainable Regional Planning.
.- Generation of tourist routes considering preferences and public transport using artificial intelligence planning techniques.
.- Enhancing Last-Mile Delivery: Social Media Insights and Deep Learning Applications.
.- Maritime Logistics.
.- Evaluating Port Emissions Prediction Model Resilience against Cyberthreats.
.- Robust Optimisation for an Integrated Model of Berth and Quay Crane Assignment at Maritime Container Terminals Respecting Uncertain Numbers of Quay Cranes.
.- A Simulation Model for the Container Unloading Process from Ship to Yard in Maritime Terminals.
.- An Efficient Integer Programming Model for Solving the Master Planning Problem of Container Vessel Stowage.
.- Retail, Logistics and Nearshoring.
.- The Impact of Emerging Trends and Increased Supply Chain Costs on Retail Goods Returns: An Analytical Model for Optimizing Pricing and Refund Strategies.
.- Promoting Regional Economic Welfare for Microstores via Nearshoring Strategies.
.- Two-Dimensional Assortment and Shelf-Space Allocation Problem.
.- Sustainability.
.- Predictive Modeling Performance Comparison of Port-Based Hydrocarbon Emissions using Multiple Linear Regression, Decision trees and Random Forest.
.- A metaheuristic method to design one-way electric car sharing system.
.- Industry 4.0 Strategy to Reduce the Effect of CO2 Emissions in Inventory Management Costs.
.- Inventory routing problem with priorities and greenhouse gas emissions reduction.