کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6855644 660831 2016 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Explanation-based learning with analogy for impasse resolution
ترجمه فارسی عنوان
یادگیری مبتنی بر توضیح با قیاسی برای حل و فصل ناامنی
کلمات کلیدی
یادگیری مبتنی بر توضیح وضوح ضربه، تقلید،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
This paper proposes an algorithm for the inclusion of analogy into Explanation-Based Learning (EBL). Analogy can be used when an impasse is reached to extend the deductive closure of EBL's domain theory. This enables the generation of control laws, via EBL, for hardware which is not catered for in the domain theory. This advantage addresses a problem which represents a dearth in the current literature. Integrated Modular Avionics (IMA) literature has thus far been concerned with the architectural considerations. This paper seeks to address the impact of hardware changes on the controllers within an IMA architecture. An algorithm is proposed and applied to control an aviation platform with an incomplete domain theory. Control rules are generated when no deductive explanations are possible, which still reflect the intent of the domain theory.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 61, 1 November 2016, Pages 181-191
نویسندگان
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