1.

Record Nr.

UNINA9910346918903321

Autore

Kress Markus

Titolo

Intelligent Business Process Optimization for the Service Industry

Pubbl/distr/stampa

KIT Scientific Publishing, 2010

ISBN

1000014466

Descrizione fisica

1 electronic resource (310 p. p.)

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

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.