Design Structure Matrix and Discrete Event Simulation methods produce similar estimates of coordination load

Tore Christiansen, Nicolay Worren, Ali Yassine, Kim Soldal

    Research output: Contribution to conferencePaperpeer-review

    Abstract

    tools have been developed for organizational simulation and optimization that have found uses among both scholars and practitioners. Yet external validation remains a challenge. The tools always represent a simplification of reality and may produce results that are difficult to test and verify. However, one viable method for validation is docking, i.e., the use of an already established tool to validate a new tool that makes use of alternative data or methods. In this article, we follow such an approach, examining a tool that is used for organization re-design—Reconfig, which is based on the Design Structure Matrix (DSM) and uses a genetic algorithm. We compare the coordination load estimates produced by Reconfig with the results from SimVision, an established Discrete Event Simulation (DES) tool. The results are close and consistent as long as the organization has sufficient capacity to handle the expected coordination, but when the amount of coordination exceeds the capacity of the organization, DSM underpredicts the required volume of work required to handle it since it does not have a model for coordination capacity.

    Original languageEnglish
    Pages11-18
    Number of pages8
    DOIs
    StatePublished - 2023
    Event25th International Dependency and Structure Modelling Conference, DSM 2023 - Gothenburg, Sweden
    Duration: 3 Oct 20235 Oct 2023

    Conference

    Conference25th International Dependency and Structure Modelling Conference, DSM 2023
    Country/TerritorySweden
    CityGothenburg
    Period3/10/235/10/23

    Keywords

    • DSM
    • clustering
    • consolidation
    • coordination
    • departments

    Fingerprint

    Dive into the research topics of 'Design Structure Matrix and Discrete Event Simulation methods produce similar estimates of coordination load'. Together they form a unique fingerprint.

    Cite this