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Preface; Contents; Part I Dissertation Prizes; An Optimal Expansion Strategy for the German Railway Network Until 2030; 1 Motivation; 2 Modelling the Network Expansion; 3 Solution of the Problem via Decomposition; 4 A Case Study for the German Railway Network; References; On- and Offline Scheduling of Bidirectional Traffic; 1 Introduction; 2 Bidirectional Scheduling; 3 Competitive-Ratio Approximation Schemes; 4 The Ship Traffic Control Problem; 5 Summary; References; Integrated Segmentation of Supply and Demand with Service Differentiation; 1 Introduction
2 Motivation and Introduction to Service Differentiation3 Summary of Findings; References; Part II Master's Thesis Prizes; Improved Compact Models for the Resource-Constrained Project Scheduling Problem; 1 Introduction; 2 MIP Models; 2.1 A New Compact Model; 2.2 Linear Transformations; 3 Primal-Dual Cutting Planes; 4 Computational Results; References; A Precious Mess: On the Scattered Storage Assignment Problem; 1 Introduction; 2 The Scattered Storage Strategy; 2.1 The Picking Process in a Scattered Storage Warehouse; 2.2 The Scattered Storage Assignment Problem
2.3 Effects of an Optimized Storage Assignment3 Conclusion; References; Integrated Location-Inventory Optimization in Spare Parts Networks; 1 Introduction; 2 Model Formulation; 3 Findings and Conclusion; References; Part III Business Analytics and Forecasting; Towards Mathematical Programming Methods for Predicting User Mobility in Mobile Networks; 1 Problem Statement and Modeling; 2 Algorithms; 3 Dataset Generation and Experiments; References; Statistics Instead of Stopover
Range Predictions for Electric Vehicles; 1 Introduction; 2 Data Description and Preparation; 3 Model Development
4 Results5 Discussion; References; Improving the Forecasting Accuracy of 2-Step Segmentation Models; 1 Motivation; 2 Latent Class and HB Models; 3 Comparison of 1- and 2-Step Segmentation Approaches Based on Empirical Data; 4 Conclusions; References; Field Service Technician Management 4.0; 1 Introduction; 2 Fundamentals; 2.1 Asset Management; 2.2 Workforce Management; 3 Towards Field Service Technician Management 4.0; References; Part IV Decision Theory and Multiple Criteria Decision Making; Optimal Placement of Weather Radars Network as a Multi-objectives Problem ; 1 Introduction
2 Multiobjective Evolutionary Algorithms2.1 Performance Metrics; 3 Problem Formulation; 4 Numerical Results and Discussion; 5 Conclusion; References; Building Decision Making Models Through Conceptual Constraints: Multi-scale Process Model Implementations; 1 Introduction; 2 Analysis of Conceptual Constraints; 3 Application: Material Balance Conceptual Constraint; 4 Conclusions; References; Methods of Tropical Optimization in Rating Alternatives Based on Pairwise Comparisons ; 1 Introduction; 2 Rating Alternatives via Pairwise Comparisons; 3 Preliminary Definitions, Notation and Results
2 Motivation and Introduction to Service Differentiation3 Summary of Findings; References; Part II Master's Thesis Prizes; Improved Compact Models for the Resource-Constrained Project Scheduling Problem; 1 Introduction; 2 MIP Models; 2.1 A New Compact Model; 2.2 Linear Transformations; 3 Primal-Dual Cutting Planes; 4 Computational Results; References; A Precious Mess: On the Scattered Storage Assignment Problem; 1 Introduction; 2 The Scattered Storage Strategy; 2.1 The Picking Process in a Scattered Storage Warehouse; 2.2 The Scattered Storage Assignment Problem
2.3 Effects of an Optimized Storage Assignment3 Conclusion; References; Integrated Location-Inventory Optimization in Spare Parts Networks; 1 Introduction; 2 Model Formulation; 3 Findings and Conclusion; References; Part III Business Analytics and Forecasting; Towards Mathematical Programming Methods for Predicting User Mobility in Mobile Networks; 1 Problem Statement and Modeling; 2 Algorithms; 3 Dataset Generation and Experiments; References; Statistics Instead of Stopover
Range Predictions for Electric Vehicles; 1 Introduction; 2 Data Description and Preparation; 3 Model Development
4 Results5 Discussion; References; Improving the Forecasting Accuracy of 2-Step Segmentation Models; 1 Motivation; 2 Latent Class and HB Models; 3 Comparison of 1- and 2-Step Segmentation Approaches Based on Empirical Data; 4 Conclusions; References; Field Service Technician Management 4.0; 1 Introduction; 2 Fundamentals; 2.1 Asset Management; 2.2 Workforce Management; 3 Towards Field Service Technician Management 4.0; References; Part IV Decision Theory and Multiple Criteria Decision Making; Optimal Placement of Weather Radars Network as a Multi-objectives Problem ; 1 Introduction
2 Multiobjective Evolutionary Algorithms2.1 Performance Metrics; 3 Problem Formulation; 4 Numerical Results and Discussion; 5 Conclusion; References; Building Decision Making Models Through Conceptual Constraints: Multi-scale Process Model Implementations; 1 Introduction; 2 Analysis of Conceptual Constraints; 3 Application: Material Balance Conceptual Constraint; 4 Conclusions; References; Methods of Tropical Optimization in Rating Alternatives Based on Pairwise Comparisons ; 1 Introduction; 2 Rating Alternatives via Pairwise Comparisons; 3 Preliminary Definitions, Notation and Results