Environmental impact assessment using TSK-FRBS and lookup table
Publish Year: 1400
نوع سند: مقاله کنفرانسی
زبان: English
View: 168
This Paper With 10 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
این Paper در بخشهای موضوعی زیر دسته بندی شده است:
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
ICRSIE06_626
تاریخ نمایه سازی: 8 اسفند 1400
Abstract:
The most prevalent techniques based on policy demarcation are inherently arbitrary,although screening is a crucial stage in environmental impact assessment (EIA). A caseby-case approach can be difficult, time-consuming, and costly. This work proposes a hybrid approach that is computational intelligence based on a Takagi-Sugeno-Kang fuzzyrule-based system (TSK-FRBS) that combines data-driven and expert knowledge, with the goal of evaluating its capacity to facilitate case-by-case screening in project assessment. A dataset comprising assessment characteristics of highway construction was made accessible for empirical research by a Brazilian environmental protectionorganization (EPA). According to the confusion matrix, a solution based on fuzzy modeling might handle this complexity, resulting in nearly complete agreement amongstEPA specialists' categorization. Consequently, the hybrid fuzzy inference system might be considered a suitable addition to a project review on a case-by-case basis.
Keywords:
Authors
Keyvan Habibi
School of Engineering, Department of Civil and Environment Engineering, Shiraz University,Shiraz, Iran
Seyyed Hosein Afzali
School of Engineering, Department of Civil and Environment Engineering, Shiraz University,Shiraz, Iran