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Design it like Darwin 2.0. An evolutionary algorithm for automatic process redesign

 
: Manderscheid, Jonas; Röglinger, Maximilian; Ruby, Tobias; Seyfried, Johannes

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Volltext (PDF; )

Clarisó, R.:
BPM Demo Track and BPM Dissertation Award 2017. Proceedings. Online resource : Co-located with 15th International Conference on Business Process Management, BPM 2017, Barcelona, Spain, September 13, 2017
Barcelona, 2017 (CEUR Workshop Proceedings 1920)
http://ceur-ws.org/Vol-1920/
5 S.
International Conference on Business Process Management (BPM) <15, 2017, Barcelona>
Englisch
Konferenzbeitrag, Elektronische Publikation
Fraunhofer FIT ()
business process management; process redesign; computational intelligence; evolutionary algorithm

Abstract
Process redesign is an important and valuable phase of the business process management (BPM) lifecycle. However, human creativity and objectiveness regarding continuous redesign initiatives are limited and biased. To overcome these limitations, we propose computational support based on evolutionary algorithms. Our software tool extends a formerly published proof of concept. Novelties have been introduced by including a new data structure, new mutation and crossover operators as well as an extended evaluation of unambiguous process designs explicitly considering time objectives. Finally, the tool provides new computation process (re-) design support to the BPM community.

: http://publica.fraunhofer.de/dokumente/N-462081.html