Adaptive Business Intelligence

• Main Authors: Michalewicz, Zbigniew (Author), Schmidt, Martin (Author), Michalewicz, Matthew (Author), Chiriac, Constantin (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Subjects: Computer science.; Operations research.; Decision making.; Information technology.; Business > Data processing.; Data mining.; Computers.; Artificial intelligence.; Application software.; Computer Science.; Artificial Intelligence (incl. Robotics).; IT in Business.; Computing Methodologies.; Operation Research/Decision Theory.; Computer Applications.; Data Mining and Knowledge Discovery.

In the modern information era, managers must recognize the competitive opportunities represented by decision-support tools. Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address...

Table of Contents:

• Complex Business Problems
• Characteristics of Complex Business Problems
• An Extended Example: Car Distribution
• Adaptive Business Intelligence
• Prediction and Optimization
• Prediction Methods and Models
• Modern Optimization Techniques
• Fuzzy Logic
• Artificial Neural Networks
• Other Methods and Techniques
• Adaptive Business Intelligence
• Hybrid Systems and Adaptability
• Car Distribution System
• Applying Adaptive Business Intelligence
• Conclusions.