Ciência_Iscte
Publications
Publication Detailed Description
Verifying and validating simulations
Book Title
Simulating social complexity. Understanding complex systems
Year (definitive publication)
2017
Language
English
Country
Switzerland
More Information
Web of Science®
This publication is not indexed in Web of Science®
Scopus
Google Scholar
This publication is not indexed in Overton
Abstract
Abstract Veri?cation and validation are two important aspects of model building. Veri?cation and validation compare models with observations and descriptions of the problem modelled, which may include other models that have been veri?ed and validated to some level. However, the use of simulation for modelling social complexity is very diverse. Often, veri?cation and validation do not refer to an explicit stage in the simulation development process, but to the modelling process itself, according to good practices and in a way that grants credibility to using the simulation for a speci?c purpose. One cannot consider veri?cation and validation without considering the purpose of the simulation. This chapter deals with a comprehensive outline of methodological perspectives and practical uses of veri?cation and validation. The problem of evaluating simulations is addressed in four main topics: (1) the meaning of the terms veri?cation and validation in the context of simulating social complexity; (2) types of validation, as well as techniques for validating simulations; (3) model replication and comparison as cornerstones of veri?cation and validation; and (4) the relationship of various validation types and techniques with different modelling strategies.
Acknowledgements
--
Keywords
Fields of Science and Technology Classification
- Physical Sciences - Natural Sciences
Funding Records
| Funding Reference | Funding Entity |
|---|---|
| UID/EEA/50009/2013 | Fundação para a Ciência e a Tecnologia |
Português