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Operations Research and Enterprise Systems : 11th International Conference, ICORES 2022, Virtual Event, February 3-5, 2022, and 12th International Conference, ICORES 2023, Lisbon, Portugal, February 19-21, 2023, Revised Selected Papers
Operations Research and Enterprise Systems : 11th International Conference, ICORES 2022, Virtual Event, February 3-5, 2022, and 12th International Conference, ICORES 2023, Lisbon, Portugal, February 19-21, 2023, Revised Selected Papers
Autore Liberatore Federico
Edizione [1st ed.]
Pubbl/distr/stampa Cham : , : Springer, , 2024
Descrizione fisica 1 online resource (276 pages)
Altri autori (Persone) WesolkowskiSlawo
DemangeMarc
ParlierGreg H
Collana Communications in Computer and Information Science Series
ISBN 3-031-49662-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents -- Methodologies and Technologies -- Multiple Heuristics with Reinforcement Learning to Solve the Safe Shortest Path Problem in a Warehouse -- 1 Introduction -- 2 Detailed Problem -- 2.1 A Warehouse and the Risk Induced by Current Activity -- 2.2 Our Problem: Searching for a Safe Shortest Path Inside the Warehouse -- 2.3 Some Structural Results -- 2.4 A Consequence: Risk Versus Distance Reformulation of the SSPP Model -- 2.5 Discussion About the Complexity -- 3 Solving the SSPP When the Path is Fixed -- 3.1 Generate Decisions with Three Methods -- 3.2 The Filtering Issue - Speeding up the Heuristic -- 4 Solving the SSPP - Proposed Algorithms -- 5 Speeding Algorithms Through Statistical Learning Techniques -- 5.1 Bounding the Number of States Generated -- 6 Numerical Experiments -- 7 Conclusion -- References -- Minimizing the Non-value Task Times: A Pickup and Delivery Problem with Two-Dimensional Bin-Packing -- 1 Introduction -- 2 Related Works -- 3 Case Study -- 3.1 Manufacturing Tool Repair Service -- 3.2 Solution Proposed -- 4 2D-BPP Model -- 5 Computational Results -- 5.1 Results -- 5.2 Model Efficiency -- 5.3 Integrated Solution with VRPSDPTW and 2D-BPP -- 6 Conclusions and Future Work -- References -- Predictive Maintenance Optimization Under Stochastic Production in Complex Systems -- 1 Introduction -- 2 Related Work -- 2.1 Maintenance Optimization in Complex Systems -- 2.2 Maintenance Optimization Methods -- 3 Problem Description and Formulation -- 3.1 DPMO and MILP Model -- 3.2 SPMO and Chance-constrained Programming Model -- 4 Approximations of the Chance-Constrained Model -- 4.1 Approximation Using Discrete Information -- 4.2 Approximation Using Continuous Information -- 4.3 Relationship Between the Approximation Approaches -- 5 Computational Experiments.
5.1 Parameter Settings of Instances, Uncertainty, and Indicators -- 5.2 Comparison of Our Approaches -- 5.3 Impact of Probabilities in Chance Constraints -- 6 Conclusions and Future Work -- References -- Automated City Segmentation for Pollution Threshold Attribution: The Example of New Cairo -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Dataset Formation -- 3.2 Sorting Technique -- 3.3 Increasing the Boundaries -- 3.4 Plotting on Maps -- 3.5 Pollution Measurement -- 4 Results -- 4.1 Area of Test -- 4.2 Datasets Formation -- 4.3 Sorting Technique -- 4.4 Increasing the Boundaries -- 4.5 Plotting on Maps -- 4.6 Air Pollution -- 4.7 Noise Pollution -- 4.8 Comparison of Measurements and Threshold -- 5 Conclusion -- References -- Customer Satisfaction and Company Revenue: A Solution Approach for the Passenger Management on Buses -- 1 Introduction -- 2 Problem Description -- 3 Dynamic Programming Formulation -- 4 Linear Programming Approximation -- 5 Booking Limit Policy -- 6 Numerical Results -- 7 Conclusions -- References -- Reinforcement Learning Algorithms: Categorization and Structural Properties -- 1 Introduction -- 2 Classes of MDP Problems and Suitable RL Algorithms -- 2.1 Model-Free and Model-Based RL -- 2.2 Policy Optimization and Value Learning -- 2.3 Finite and Infinite Horizon Problems -- 2.4 Discrete and Continuous State Spaces -- 2.5 Discrete and Continuous Action Sets -- 2.6 Discrete and Continuous Time Problems -- 3 Further Properties of RL Algorithms -- 3.1 On-Policy and Off-Policy RL -- 3.2 Deterministic and Stochastic Policies -- 3.3 Bias-Variance Tradeoff -- 3.4 Exploration-Exploitation Tradeoff -- 3.5 Hyperparameter Tuning and Robustness -- 3.6 Learning Stability -- 4 Summary -- 5 Conclusion -- References.
Comparison of Multi-objective Linear Programming Solutions Using Performance Metrics Based on Data Envelopment Analysis Models -- 1 Introduction -- 2 Applied Data Envelopment Analysis Models -- 2.1 Integer Slack-Based Measure Model (INT-SBM) -- 2.2 Super-Efficiency DEA Model (SE-DEA) -- 3 Performance Metrics Based on DEA Models -- 3.1 Cardinality Metric (CM) -- 3.2 Accuracy Metric (AC) -- 3.3 Diversity Metric (DM) -- 4 Analysis of MOLP Solutions Applying the Proposed DEA Metrics -- 4.1 Analysis of the Non-Convex Region of a Pareto Frontier -- 4.2 Performance Analysis of Pareto Frontiers for a Real Case Study -- 5 Conclusions -- References -- Comparing Power Flow Models in Tree Networks with Stochastic Load Demands -- 1 Introduction -- 2 Model Description -- 2.1 Queuing Model of EV-Charging -- 2.2 Distribution Network Model -- 2.3 Power Flow Equations -- 2.4 Summary -- 3 Analytical Results -- 3.1 Duality in Tree Networks -- 3.2 Inner Region of Feasible Region -- 4 Numerical Results -- 4.1 Line Network -- 4.2 Tree Network -- 5 Summary -- 6 Proofs -- 6.1 Proof of Lemma 1 -- 6.2 Proof of Lemma 2 -- References -- Robust Optimization for Operating Room Scheduling with Uncertain Surgical Durations: Impact of Risk-Aversion on Delay -- 1 Introduction -- 2 Literature Review -- 3 Operating Room Scheduling -- 3.1 Robust Optimization -- 3.2 Surgical Duration Uncertainty -- 4 Numerical Analysis -- 4.1 Data -- 4.2 Results -- 5 Conclusion -- References -- Matheuristic Local Search for the Placement of Analog Integrated Circuits -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 ILP Model and Extensions -- 4.1 Baseline Model -- 4.2 Improving the Performance of the Solver -- 5 Matheuristic as a Local Search -- 5.1 Intensification -- 5.2 Diversification -- 6 Experiments -- 6.1 Methodology and Data -- 6.2 Performance with Redundant Constraints.
6.3 Matheuristics on Synthetic Data -- 6.4 Improvement on Real Life Instances -- 7 Conclusion -- References -- Applications -- An Urban-Scale Application of the Problem of Designing Green Tourist Trips with Time Windows -- 1 Introduction -- 2 Literature Review -- 3 A Multi-criteria Method for the POI Evaluation -- 4 Mathematical Formulation -- 5 Case-Study Setting and Computational Results -- 6 Conclusion -- References -- Optimization of the Storage Location Assignment Problem Using Nested Annealing -- 1 Introduction -- 2 Literature Review -- 3 Simulated Annealing -- 4 Problem Formulation -- 4.1 Objective Function -- 4.2 Picking-Log Distance -- 4.3 Reassignment Distance -- 5 Optimization Algorithm -- 5.1 Assignment Sampling Using Markov Chain Monte Carlo (MCMC) and Hamming Distances -- 5.2 TSP Optimization and Cost Caching -- 5.3 Heatmap-Based Approximation -- 5.4 Nested Annealing -- 5.5 Restarts -- 6 Experiments -- 6.1 Overview -- 6.2 Parameters -- 6.3 Datasets -- 6.4 Experiment Results -- 7 Conclusion -- A Appendix -- References -- Inventory Management Optimization in Multi-Stage Supply Chains Under Uncertainty -- 1 Introduction -- 2 Mathematical Background -- 2.1 B-Spline Functions ch13DeB78 -- 2.2 The CRLS Problem -- 3 The MSSC Model -- 4 The DRMPC Approach -- 4.1 Local MMCOP for Ai -- 4.2 Some Remarks on the Cost Functional Ji,k -- 4.3 The Constraints u-i,k and u+i,k -- 5 Reformulation of the MMCOP -- 6 Feasibility and Stability of the DRMPC -- 7 Simulation Results -- 8 Concluding Remarks -- References -- Author Index.
Record Nr. UNINA-9910770271103321
Liberatore Federico  
Cham : , : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Operations Research and Enterprise Systems : 9th International Conference, ICORES 2020, Valetta, Malta, February 22-24, 2020, and 10th International Conference, ICORES 2021, Virtual Event, February 4-6, 2021, Revised Selected Papers
Operations Research and Enterprise Systems : 9th International Conference, ICORES 2020, Valetta, Malta, February 22-24, 2020, and 10th International Conference, ICORES 2021, Virtual Event, February 4-6, 2021, Revised Selected Papers
Autore Parlier Greg H
Pubbl/distr/stampa Cham : , : Springer International Publishing AG, , 2022
Descrizione fisica 1 online resource (240 pages)
Disciplina 658.4034
Altri autori (Persone) LiberatoreFederico
DemangeMarc
Collana Communications in Computer and Information Science
Soggetto non controllato Technology
Technology & Engineering
ISBN 3-031-10725-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISA-996483156103316
Parlier Greg H  
Cham : , : Springer International Publishing AG, , 2022
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Operations Research and Enterprise Systems : 9th International Conference, ICORES 2020, Valetta, Malta, February 22-24, 2020, and 10th International Conference, ICORES 2021, Virtual Event, February 4-6, 2021, Revised Selected Papers
Operations Research and Enterprise Systems : 9th International Conference, ICORES 2020, Valetta, Malta, February 22-24, 2020, and 10th International Conference, ICORES 2021, Virtual Event, February 4-6, 2021, Revised Selected Papers
Autore Parlier Greg H
Pubbl/distr/stampa Cham : , : Springer International Publishing AG, , 2022
Descrizione fisica 1 online resource (240 pages)
Disciplina 658.4034
Altri autori (Persone) LiberatoreFederico
DemangeMarc
Collana Communications in Computer and Information Science
Soggetto non controllato Technology
Technology & Engineering
ISBN 3-031-10725-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910585776803321
Parlier Greg H  
Cham : , : Springer International Publishing AG, , 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Operations Research and Enterprise Systems [[electronic resource] ] : 8th International Conference, ICORES 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Operations Research and Enterprise Systems [[electronic resource] ] : 8th International Conference, ICORES 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Edizione [1st ed. 2020.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica 1 online resource (198 pages)
Disciplina 658.4034
Collana Communications in Computer and Information Science
Soggetto topico Computer science—Mathematics
Computer communication systems
Algorithms
Artificial intelligence
Application software
Data structures (Computer science)
Mathematics of Computing
Computer Communication Networks
Algorithm Analysis and Problem Complexity
Artificial Intelligence
Information Systems Applications (incl. Internet)
Data Structures and Information Theory
ISBN 3-030-37584-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Methodologies and Technologies -- Value of Image-based Yield Prediction: Multi-location Newsvendor Analysis -- Non-overlapping Sequence-dependent Setup Scheduling with Dedicated Tasks -- Stochastic Dynamic Pricing with Waiting and Forward-Looking Consumers -- Tractable Risk Measures for the Selective Scheduling Problem with Sequence-dependent Setup Times -- Applications -- Modelling Alternative Staffing Scenarios for Workforce Rejuvenation -- A Genetic Algorithm Approach to Multi-Agent Mission Planning Problems -- Combining Machine Learning and Operations Research Methods to Advance the Project Management Practice -- Metaheuristics for Periodic Electric Vehicle Routing Problem -- A Matheuristic for the Design and Management of Multi-energy Systems. .
Record Nr. UNISA-996465457603316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Operations Research and Enterprise Systems : 8th International Conference, ICORES 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Operations Research and Enterprise Systems : 8th International Conference, ICORES 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Edizione [1st ed. 2020.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica 1 online resource (198 pages)
Disciplina 658.4034
Collana Communications in Computer and Information Science
Soggetto topico Computer science—Mathematics
Computer communication systems
Algorithms
Artificial intelligence
Application software
Data structures (Computer science)
Mathematics of Computing
Computer Communication Networks
Algorithm Analysis and Problem Complexity
Artificial Intelligence
Information Systems Applications (incl. Internet)
Data Structures and Information Theory
ISBN 3-030-37584-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Methodologies and Technologies -- Value of Image-based Yield Prediction: Multi-location Newsvendor Analysis -- Non-overlapping Sequence-dependent Setup Scheduling with Dedicated Tasks -- Stochastic Dynamic Pricing with Waiting and Forward-Looking Consumers -- Tractable Risk Measures for the Selective Scheduling Problem with Sequence-dependent Setup Times -- Applications -- Modelling Alternative Staffing Scenarios for Workforce Rejuvenation -- A Genetic Algorithm Approach to Multi-Agent Mission Planning Problems -- Combining Machine Learning and Operations Research Methods to Advance the Project Management Practice -- Metaheuristics for Periodic Electric Vehicle Routing Problem -- A Matheuristic for the Design and Management of Multi-energy Systems. .
Record Nr. UNINA-9910366658403321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Operations Research and Enterprise Systems : 7th International Conference, ICORES 2018, Funchal, Madeira, Portugal, January 24–26, 2018, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Operations Research and Enterprise Systems : 7th International Conference, ICORES 2018, Funchal, Madeira, Portugal, January 24–26, 2018, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Edizione [1st ed. 2019.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Descrizione fisica 1 online resource (XII, 245 p. 68 illus., 41 illus. in color.)
Disciplina 658.4034
Collana Communications in Computer and Information Science
Soggetto topico Computer science—Mathematics
Computer communication systems
Artificial intelligence
Algorithms
Mathematics of Computing
Computer Communication Networks
Artificial Intelligence
Algorithm Analysis and Problem Complexity
ISBN 3-030-16035-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910337567603321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Operations Research and Enterprise Systems : 6th International Conference, ICORES 2017, Porto, Portugal, February 23–25, 2017, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Operations Research and Enterprise Systems : 6th International Conference, ICORES 2017, Porto, Portugal, February 23–25, 2017, Revised Selected Papers / / edited by Greg H. Parlier, Federico Liberatore, Marc Demange
Edizione [1st ed. 2018.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica 1 online resource (XIV, 317 p. 99 illus.)
Disciplina 658.4034
Collana Communications in Computer and Information Science
Soggetto topico Computer science—Mathematics
Artificial intelligence
Computers
E-commerce
Computer organization
Mathematics of Computing
Artificial Intelligence
Models and Principles
e-Commerce/e-business
Computer Systems Organization and Communication Networks
ISBN 3-319-94767-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Methodologies and Technologies -- Optimization in Sports League Scheduling: Experiences from the Belgian Pro League Soccer -- Operations Research and Voting Theory -- The Window Fill Rate with Nonzero Assembly Times: Application to a Battery Swapping Network -- Solving the Integrated Production and Imperfect Preventive Maintenance Planning Problem -- Markov Decision Processes Applied to the Payment of Dividends of a Reserve Process -- Impact of Collaborative External Truck Scheduling on Yard Efficiency in Container Terminals -- Optimal Repricing Strategies in a Stochastic Infinite Horizon Duopoly -- Location-scheduling Optimization Problem to Design Private Charging Infrastructure for Electric Vehicles -- Approximate Dominance for Many-objective Genetic Programming -- Allocation Strategies based on Possibilistic Rewards for the Multi-Armed Bandit Problem: A Numerical Study and Regret Analysis -- Managing Service Parts for Discontinued Products: An Action Research Approach -- Optimizing Combination Warranty Policies using Remanufactured Replacement Products from the Seller and Buyer's Perspectives -- Applications -- Hierarchical Decomposition Approach for Detailed Scheduling of Pipeline Systems with Branches -- On the Impact of Considering Power Losses in Offshore Wind Farm Cable Routing -- A Novel Storage Space Allocation Policy for Import Containers.
Record Nr. UNINA-9910299314803321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui