Buch, Deutsch, 154 Seiten, Format (B × H): 148 mm x 210 mm, Gewicht: 231 g
An Integrated Approach with Genetic Algorithms and Simulation
Buch, Deutsch, 154 Seiten, Format (B × H): 148 mm x 210 mm, Gewicht: 231 g
Reihe: Information Engineering und IV-Controlling
ISBN: 978-3-8244-6426-5
Verlag: Deutscher Universitätsverlag
Patricia Shiroma explores the possibility of combining genetic algorithms with simulation studies in order to generate efficient production schedules for parallel manufacturing processes. The result is a flexible, highly effective production scheduling system.
Zielgruppe
Graduate
Weitere Infos & Material
1 Introduction.- 2 The Nature of Evolutionary Algorithms.- 3 Theoretical Foundations of Genetic Algorithms.- 4 Methodology.- 5 Feasibility Study: A Hybrid Genetic Algorithm Embedded in Amtos.- 6 Case Study: Implementation of a Hybrid Genetic Algorithm for Production Planning in a Large Pharmaceutical Company.- 7 Summary and Plans for Future Research.