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Modeling and Analysis Generic Interface for eXternal numerical codes (MAGIX)
DOI:10.1051/0004-6361/201220063.png)
摘要
En 中文
The Modeling and Analysis Generic Interface for eXternal numerical codes (MAGIX) is a model optimizer developed under the framework of the coherent set of astrophysical tools for spectroscopy (CATS) project. The MAGIX package provides a framework of an easy interface between existing codes and an iterating engine that attempts to minimize deviations of the model results from available observational data, constraining the values of the model parameters and providing corresponding error estimates. Many models (and, in principle, not only astrophysical models) can be plugged into MAGIX to explore their parameter space and find the set of parameter values that best fits observational/experimental data. MAGIX complies with the data structures and reduction tools of Atacama Large Millimeter Array (ALMA), but can be used with other astronomical and with non-astronomical data.
Keyword:
methods: analytical
methods: data analysis
methods: numerical
methods: statistical
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期刊
IF:
5.8
论文数:
5.0W
被引数:
18.3W
机构
引用论文
Multimodal nested sampling: an efficient and robust alternative to Markov Chain Monte Carlo methods for astronomical data analyses多模态嵌套采样: 用于天文数据分析的马尔可夫链蒙特卡洛方法的有效且稳健的替代方法
Hybrid crossover operators for real-coded genetic algorithms:: an experimental study实数编码遗传算法的混合交叉算子: 实验研究
SOFT COMPUTING
IF2.5

