Part I: Advanced Tutorials -- Supporting Time-Critical Decision Making with Real Time Simulations -- Metamodel-based Robust Simulation-Optimization: An Overview -- Simulation-Based Modelling of a Stochastic Equilibrium -- Part II: Uncertainty Management Using Sequential Parameter Optimization --...

The scope of this book is limited to heuristics, metaheuristics, and approximate methods and algorithms as applied to planning and scheduling problems. While it is not possible to give a comprehensive treatment of this topic in one book, the aim of this work is to provide the reader with a...

This book provides successful implementations of metaheuristic methods for neural network training. It is the first book to achieve this objective. Moreover, the basic principles and fundamental ideas given in the book will allow the readers to create successful training methods on their own....

In the consumer packaged goods industry, usually a large number of final items are produced in a highly automated flow line production system. Florian Seeanner presents a mathematical model which is an improved version of the General Lot-Sizing and Scheduling Problem for Multiple production...

This is a valuable, quantitative guide to the technicalities of optimization methodologies in gas and power markets, and will be of interest to practitioners in the energy industry and financial sector who work in trading, quantitative analysis and energy risk modeling

While traditionally sequential approaches have been used to deal with the cyclic/non-cyclic crew rostering problem in public transit, Lin Xie focuses on several solution approaches based on a novel network design to solve this task within one step. This is due to the fact that sequential...

1 Einleitung -- 1.1 Einführung -- 1.2 Gang der Untersuchung -- 2 Reservierungen — Grundlagen -- 2.1 Leistungserstellung und Kapazität — eine allgemeine Charakterisierung -- 2.2 Kapazitäten -- 2.3 Reserven und Reservierungen -- 3 Reservierung einer nicht aufteilbaren Kapazität -- 3.1...