Optimization for Industrial Problems

• Main Author: Bangert, Patrick (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
• Subjects: Mathematics.; Mathematical optimization.; Operations research.; Management science.; Optimization.; Operations Research, Management Science.

Industrial optimization lies on the crossroads between mathematics, computer science, engineering and management. This book presents these fields as a conversation between the theory of mathematics and computer science and case studies demonstrating engineering and management. Most of all, the case...

Table of Contents:

• Overview of Heuristic Optimization
• Statistical Analysis in Solution Space
• Project Management
• Pre-processing: Cleaning up Data
• Data Mining: Knowledge from Data
• Modeling: Neural Networks
• Optimization: Simulated Annealing
• The Human Aspect in Sustainable Change and Innovation.