Discrete Event Monte-Carlo Simulation Based Decision Support System for Business Process Management
نویسندگان
چکیده
This paper presents a discrete event Monte-Carlo simulation based decision support system (DSS), which helps in managing business processes. Process managers use available information on work load, resource availability, task time, etc. and use their experience to predict the performance of the process and take corrective action, if required. We describe here a method and a system which takes available information about work load, and resource availability, to predict near future system performance using discrete event simulation, and compares the expected performance with desired service level and alerts the manager to take corrective action. The DSS assists operational managers in handling more complexity in decision making. This paper describes the framework for design of such a system which can be used in conjunction to a business process Management system.
منابع مشابه
Discrete Event Monte-Carlo Simulation of Business Process for Capacity Planning: A Case Study
Strategic capacity planning is generally done using static mathematical analysis. Simulation of operational scenarios during capacity planning provides more insights into the real system behavior. This ensures better preparedness to handle operations. This case study demonstrates the benefits of discrete event Monte-Carlo simulation of business process over simple mathematical analysis for capa...
متن کاملIntegrating Monte Carlo Simulation With Other Spreadsheet-Based Modelling Methods To Teach Management Science
The article presents three spreadsheet models, which integrate Monte Carlo approach with other decision support techniques, namely: forecasting methods, queuing theory and optimization. The authors indicate the most important reasons to introduce Monte Carlo approach into teaching process of simulation and spreadsheet engineering to undergraduate and graduate business students. The article conc...
متن کاملConcurrent control on resource planning and revenue/expenditure estimation in large-scale shell material embankment projects management using discrete-event simulation
Resource planning in large-scale construction projects has been a complicated management issue requiring mechanisms to facilitate decision making for managers. In the present study, a computer-aided simulation model is developed based on concurrent control of resources and revenue/expenditure. The proposed method responds to the demand of resource management and scheduling in shell material emb...
متن کاملIntegration of Discrete Event Simulation Models with Framework-based Business Applications
Simulation models and business application software as they are used for decision support in enterprise management are both representations of an enterprises actual operations. This paper describes a unified simulation and application framework where it is possible to represent the entire performance process along a supply chain in a unified business model, improve its performance with discret...
متن کاملMonte Carlo and decision making support in Crisis Management
Simulation is an interdisciplinary science applicable to many branches of knowledge. One field in which simulation is relevant is decision making support (DMS), in which we use computers to run models of real or possible scenarios in order to evaluate alternative actions before carrying them out. We will obtain a useful simulation system only when the model (engine of the simulation process) ha...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010