Optimization and Data Science: Trends and Applications

Optimization and Data Science: Trends and Applications

5th AIROYoung Workshop and AIRO PhD School 2021 Joint Event

Masone, Adriano; Dal Sasso, Veronica; Morandi, Valentina

Springer Nature Switzerland AG

12/2021

188

Dura

Inglês

9783030862855

15 a 20 dias

507

Descrição não disponível.
- Part I Data Science and Machine Learning. - Reinforcement Learning for the Knapsack Problem. - Potential Sales Estimates of a New Store. - Sells Optimization Through Product Rotation. - Part II Healthcare. - Gathering Avoiding Centralized Pedestrian Advice Framework: An Application for Covid-19 Outbreak Restrictions. - A MILP Formulation for the Reorganization of the Blood Supply Chain in Italian Regions. - Part III Logistics. - Instance Generation Framework for Green Vehicle Routing. - An Optimization Model for Service Requests Management in a 5G Network Architecture. - A MIP Model for Freight Consolidation in Road Transportation Considering Outsourced Fleet. - Part IV Optimization for Control Systems. - Energy-Oriented Inter-Vehicle Distance Optimization for Heterogeneous E-Platoons. - Optimization-Based Assessment of Initial-State Opacityin Petri Nets. - Eco-Driving Adaptive Cruise Control via Model Predictive Control Enhanced with Improved Grey Wolf. - Part V OR in Industry Optimization Algorithm. - Optimizing and Evaluating a Maintenance Strategy for Multi-Component Systems. - Metal Additive Manufacturing: Nesting vs. Scheduling. - System and Methods for Blockchain-Inspired Digital Game Asset Management.
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Operations Research;Mathematical Programming;Optimization;Management Science;Discrete Mathematics