Integrating Multi-Layer Perceptron Regression with Innovative Optimization for Accurate Building Cooling Load Prediction

This study explores the application of a machine learning model called Multi-Layer Perceptron Regression (MLPR) for building cooling demand prediction. Through a hybridization technique with two cutting-edge optimization algorithms, the Brown Bear Optimization Algorithm (BBOA) and the Non-Monopolize...

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Bibliographic Details
Main Authors: Subhiya Zeynalli, Baharak Eslami
Format: Article
Language:English
Published: Bilijipub publisher 2025-03-01
Series:Advances in Engineering and Intelligence Systems
Subjects:
Online Access:https://aeis.bilijipub.com/article_218013_055523262290dab39a44700ad792c02d.pdf
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