Modelling of preparation parameters of polymer and oily waste sludge modified bitumen using neural network coupled with multiobjective evolutionary algorithm

IF 3.4 3区工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY

International Journal of Pavement Engineering Pub Date : 2024-02-08 DOI:10.1080/10298436.2024.2313506

Ashkan Iravanchi, Vahid Kiarostami, Mohammad Hojjati, Mohammadreza Manafi, Mehran Davallo

引用次数: 0

Abstract

In this study, artificial neural networks coupled multi-objective evolutionary algorithm based on decomposition (ANN-MOEA/D) and non-dominated sorting genetic algorithm versionIII (ANN-NSGAIII) as ...

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利用神经网络和多目标进化算法建立聚合物和含油废渣改性沥青制备参数模型

本研究以基于分解的人工神经网络耦合多目标进化算法（ANN-MOEA/D）和非支配排序遗传算法第三版（ANN-NSGAIII）为 ...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Pavement Engineering CONSTRUCTION & BUILDING TECHNOLOGY-ENGINEERING, CIVIL

CiteScore

7.10

自引率

7.90%

发文量

208

审稿时长

4.5 months

期刊介绍： Pavement Engineering is important for facilitating national and international movement of people, services, and goods. Building and preserving efficient, reliable, and sustainable highway and airport pavement systems is crucial for economic and social development. The International Journal of Pavement Engineering is dedicated to the publication of cutting edge research and development in such important types of structures and facilities, including advanced analytical and computational techniques and pavement mechanics; material characterization and innovative laboratory testing techniques, non-destructive testing and evaluation; novel design approaches and their implementation; construction techniques and strategies; rehabilitation, preservation, and maintenance strategies and approaches; bound and unbound pavement performance; pavement life cycle assessment and life cycle cost analysis; pavement management systems. The Journal publishes the latest research findings from all over the world as well as case studies. Hence, one of the journal aims is to bring together and disseminate results of advanced research and its implementation across the world. Occasionally, the journal publishes state-of-the-art reviews on pavement engineering aiming to transfer advanced pavement understanding to the international user community as well as special issues focusing on subjects of importance and interest to the pavement community.