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Customizing NSGAII to Optimize Business Processes Designs

Author Affiliations

  • 1Sari Branch, Islamic Azad University, Sari, IRAN

Res. J. Recent Sci., Volume 2, Issue (12), Pages 74-79, December,2 (2013)


Nowadays, business processes of firms and organizations have encountered many complications. On the other hand, business owners tend to maintain competitive market and increase profitability of their businesses. Therefore, they put the efforts to improve their business processes in the form of decreased costs and increased quality of product and customer satisfaction. Thus, business owners try to consider the optimization of business processes using suitable methods for a continuous and structured improvement of business processes. There are many methods most of which based on complicated mathematical relationships; evolutionary algorithms have become more popular. Hence, the present study attempts to optimize the process using an evolutionary method based on non-dominated sorting genetic evolutionary algorithms. However, the objective here is to customize the algorithm properly in order to achieve efficient and reasonable results.


  1. Wolfenden P.J. and Welch D.E. Business Architecture: A Holistic Approach to Defining the Organization Necessary to Deliver a Strategy, Knowledge and Process Management, 7(2), 97–106 (2000)
  2. Van der Aalst, W.M.P., Van Hee K.M. and Houben G.J., Modelling and analysing workflow using a Petri-net based approach, In Proceedings of the second Workshop on Computer-Supported Cooperative Work, Petri nets and related formalisms (1994)
  3. Vergidis K., Tiwari A., Majeed B. and Roy R., Optimisation of business process designs: an algorithmic approach with multiple objectives, International Journal of Production Economics, 109(1), 105-121 (2007)
  4. Tiwari A. and Vergidis K., Evolutionary Multi-objective Optimization of Business Processes, IEEE Comouter Society, 3091–3097, (2006)
  5. Van Der Aalst W.M., Ter Hofstede A.H., Kiepuszewski B. and Barros A.P., Workflow patterns, Distributed and parallel databases, 14(1), 5-51 (2003)
  6. Van Der Aalst W. and K. Van Hee, Workflow Management Models, Methods , and Systems, Second edi. London: Academic Service, (2002)
  7. Ortiz-Hernández J. and Nieto-Ariza E.M., Estrada-Esquivel H., Rodríguez-Ortiz G. and Montes-Rendon A., A theoretical evaluation for assessing the relevance of modeling techniques in business process modeling, In Fourth international workshop on Software quality assurance: in conjunction with the 6th ESEC/FSE joint meeting, 102-107 (2007)
  8. Emiris D.M., Koulouriotis D.E. and Matsatsinis N.F., Modeling of business processes and functions of an industrial unit for ERP system application, Operational Research, (2), 181-195, (2001)
  9. Vergidis K., Tiwari A., Majeed B. and Roy R., Optimisation of business process designs: an algorithmic approach with multiple objectives, International Journal of Production Economics, 109(1), 105-121 (2007)
  10. Vergidis K., Saxena D. and Tiwari A., An evolutionary multi-objective framework for business process optimization, Applied Soft Computing, 12(8), 2638–2653 (2012)
  11. Shraideh A., Yim P., Business process optimization by workflow analysis, Springer Berlin, (2010)
  12. Vergidis K., Tiwari A. and Majeed B., Business process analysis and optimization: beyond reengineering, Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on, 38(1), 69-82 (2008)
  13. Vergidis K. and Tiwari A., Business Process Design and Attribute Optimization within an Evolutionary Frammework, IEEE Congress on Evolutionary Computation, 668–675 (2008)
  14. Ahmadikatouli A. and Aboutalebi M., New Evolutionary Approach to Business Process Model Optimization, In Proceedings of the International MultiConference of Engineers and Computer Scientists, (2011)
  15. Vanderfeesten I., Reijers H.A. and Van der Aalst W.M., Product-based workflow support, Information Systems, 36(2), 517-535 (2011)
  16. Damij N., Damij T., Grad J. and Jelenc F., A methodology for business process improvement and IS development, Information and software technology, 50(11), 1127-1141 (2008)
  17. Dayal, U., Hsu, M., & Ladin, R. Business process coordination: State of the art, trends, and open issues. In Proceedings of the 27th International Conference on Very Large Data Bases, (2001)
  18. Tiwari A., Vergidis K. and Roy R., Evolutionary Optimization of Business Process Designs, In Evolutionary Scheduling, 513-541). Springer Berlin Heidelberg (2007)
  19. Völkner P. and Werners B., A decision support system for business process planning, European Journal of Operational Research, 125(3), 633-647 (2000)
  20. Vergidis K. and Tiwari A., Composite Business Process: An Evolutionary Multi-objective Optimization Approach, IEEE World Congress on Computational Intelligence, 2672–2678 (2007)
  21. Van Hee K.M. and Reijers H.A., Using formal analysis techniques in business process redesign, In Business process management (142-160), Springer Berlin Heidelberg (2000)
  22. Valenti S. and Cucchiarelli A., Computer Based Assessment Systems Evaluation via the ISO9126 Quality Model, Journal of Information Technology Education 1(3), 158–175 (2002)