Fuzzy Cognitive Strategic Map Hierarchies In Performance Measurement, Modeling And Reorganization

نویسندگان

چکیده

The paper focuses on the use of Fuzzy Cognitive Mapping (FCM) in Balanced Scorecard (BSC) performance measurement framework. We present a state art areas and BSC. highlight limitations BSC frameworks drawbacks identified strategic maps. then FCM algorithm its decision making as solution to drawbacks. elaborate an methodology supporting software application called Modeler for development hierarchies. tool are used Operations Management (OM). aim is facilitate OM process by utilizing exploiting predictive modeling analysis capabilities FCMs. design simulation reports that can be produced Enterprise Resource Planning (ERP) case study.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fuzzy cognitive strategic maps in business process performance measurement

This paper elaborates on the application of Fuzzy Cognitive Maps (FCMs) in strategy maps (SMs). The limitations of the Balanced Scorecards (BSCs) and SMs are first discussed and analyzed. The need for simulated scenario based SMs is discussed and the use of FCMs as one of the best alternatives is presented. A software tool for the development, simulation and analysis of FCM based SMs is also pr...

متن کامل

Fuzzy Cognitive Map in Modeling Supervisory Control Systems

This paper investigates a hybrid methodology that combines fuzzy logic and neural networks, Fuzzy Cognitive Map (FCM), for modeling and controlling Supervisory Control Systems. A mathematical description of Fuzzy Cognitive Maps (FCM) will be presented and new construction methods will be extensively examined. A Fuzzy Cognitive Map will be developed to model and control a process example and the...

متن کامل

Fuzzy Cognitive Map Software

Fuzzy Cognitive Map (FCM) is a soft computing modelling methodology for complex systems. Beyond the mathematical formulation of the FCM theory, there was a need of developing a software tool to facilitate the implementation of FCMs. This paper describes the use of a software tool that was developed to construct FCM models. Some theoretical elements of Fuzzy Cognitive Maps are presented. Then, i...

متن کامل

Introduction of Modeling Complex Management Systems using Fuzzy Cognitive Map

Fuzzy Cognitive Maps (FCM) have found favor in a variety of theoretical and applied contexts that span the hard and soft sciences. Given the utility and flexibility of the method, coupled with the broad appeal of FCM to a variety of scientific disciplines, FCM have been appropriated in many different ways and, depending on the academic discipline in which it has been applied, used to draw a ran...

متن کامل

Multivariate Relationship Modeling using Nested Fuzzy Cognitive Map

Soft computing is an alternative to hard and classic math models especially when it comes to uncertain and incomplete data. This includes regression and relationship modeling of highly interrelated variables with applications in curve fitting, interpolation, classification, supervised learning, generalization, unsupervised learning and forecast. Fuzzy cognitive map (FCM) is a recurrent neural s...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: The European Proceedings of Social and Behavioural Sciences

سال: 2022

ISSN: ['2357-1330']

DOI: https://doi.org/10.15405/epsbs.2022.12.02.18