Design it like Darwin 2.0: an evolutionary algorithm for automatic process redesign

  • 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.

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Metadaten
Author:Jonas Manderscheid, Maximilian Röglinger, Tobias Ruby, Johannes Seyfried
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/41534
URL:http://ceur-ws.org/Vol-1920/BPM_2017_paper_165.pdf
ISSN:1613-0073OPAC
Parent Title (English):BPM-D&DA 2017: BPM Demo Track and BPM Dissertation Award; Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Management (BPM 2017), Barcelona, Spain, September 13, 2017
Publisher:CEUR-WS
Editor:Robert Clarisó, Henrik Leopold, Jan Mendling, Wil van der Aalst, Akhil Kumar, Brian Pentland, Mathias Weske
Type:Part of a Book
Language:English
Year of first Publication:2017
Release Date:2018/09/26
First Page:165
Series:CEUR Workshop Proceedings ; 1920
Institutes:Wirtschaftswissenschaftliche Fakultät
Wirtschaftswissenschaftliche Fakultät / Institut für Betriebswirtschaftslehre

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