arXiv Open Access 2012

A Genetic Algorithm for the Calibration of a Micro-Simulation Model

Omar Baqueiro Espinosa

Lihat Sumber

Abstrak

This paper describes the process followed to calibrate a micro-simulation model for the Altmark region in Germany and a Derbyshire region in the UK. The calibration process is performed in three main steps: first, a subset of input and output variables to use for the calibration process is selected from the complete parameter space in the model; second, the calibration process is performed using a genetic algorithm calibration approach; finally, a comparison between the real data and the data obtained from the best fit model is done to verify the accuracy of the model.

Topik & Kata Kunci

cs.OH

Penulis (1)

Omar Baqueiro Espinosa

Format Sitasi

APA MLA BibTeX

Espinosa, O.B. (2012). A Genetic Algorithm for the Calibration of a Micro-Simulation Model. https://arxiv.org/abs/1201.3456

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2012
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓