首页> 外文会议>International Conference on Artificial Intelligence IC-AI'02 Vol.3, Jun 24-27, 2002, Las Vegas, Nevada, USA >Formal Patterns of Scientific Reasoning I: A Rational Reconstruction of the Research Programmes of Contemporary Cosmology
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Formal Patterns of Scientific Reasoning I: A Rational Reconstruction of the Research Programmes of Contemporary Cosmology

机译:科学推理的形式模式I:当代宇宙学研究程序的理性重构

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In this paper we present some guidelines for a particular formalization of patterns of scientific research. We follow closely the methodology of scientific research programmes introduced by Lakatos in the 70s. The formal basis of this rational reconstruction is taken from the methods of defeasible and ampliative reasoning in AI. These are applied to the representation of the process of construction and comparison among different argumental supports for explanations or predictions. This allows a formal representation of the different drives of the programmes when confronted with either positive or negative evidence. To show the importance of a formalization of these patterns of reasoning we systematize the current discussion in cosmology between the proponents of the standard Big-Bang model and those of the inflationary model. This discussion has been enriched with recent observational evidence.
机译:在本文中,我们为科学研究模式的特定形式化提出了一些指南。我们密切遵循Lakatos在70年代提出的科学研究计划的方法论。这种合理重构的形式基础是从人工智能中不可行和放大的推理方法中获得的。这些适用于构造过程的表示以及在不同论点支持之间进行解释或预测的比较。当遇到正面或负面的证据时,这可以正式表示程序的不同驱动力。为了显示形式化这些推理模式的重要性,我们将标准的大爆炸模型的支持者和通货膨胀模型的支持者之间的宇宙论讨论系统化。最近的观察证据丰富了这一讨论。

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