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Design it like Darwin 2.0 : An Evolutionary Algorithm for Automatic Process Redesign

Title data

Seyfried, Johannes ; Ruby, Tobias ; Röglinger, Maximilian ; Manderscheid, Jonas:
Design it like Darwin 2.0 : An Evolutionary Algorithm for Automatic Process Redesign.
2017
Event: Demo Track of the 15th International Conference on Business Process Management (BPM) , 10.-15.09.2017 , Barcelona, Spain.
(Conference item: Conference , Paper )

Official URL: Volltext

Abstract in another language

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

Further data

Item Type: Conference item (Paper)
Refereed: Yes
Keywords: business process management; process redesign; computational intelligence; evolutionary algorithm
Institutions of the University: Faculties > Faculty of Law, Business and Economics > Department of Business Administration
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Professorship Business Information Systems and Value Oriented Process Management
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Professorship Business Information Systems and Value Oriented Process Management > Professorship Business Information Systems and Value Oriented Process Management - Univ.-Prof. Dr. Maximilian Röglinger
Research Institutions
Research Institutions > Affiliated Institutes
Research Institutions > Affiliated Institutes > Fraunhofer Project Group Business and Information Systems Engineering
Research Institutions > Affiliated Institutes > FIM Research Center Finance & Information Management
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 330 Economics
Date Deposited: 13 Mar 2019 11:03
Last Modified: 13 Mar 2019 11:03
URI: https://eref.uni-bayreuth.de/id/eprint/47965