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Intelligent Business Process Optimization for the Service Industry
Markus Kress
2010
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The company's sustainable competitive advantage derives from its capacity to create value for customers and to adapt the operational practices to changing situations. Business processes are the heart of each company. Therefore process excellence has become a key issue. This book introduces a novel approach focusing on the autonomous optimization of business processes by applying sophisticated machine learning techniques such as Relational Reinforcement Learning and Particle Swarm Optimization.
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Keywords
- Business Process Modeling
- optimization
- particle swarm optimization
- Process Flexibility
- Relational Reinforcement Learning
Links
DOI: 10.5445/KSP/1000014466Editions