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Your search keyword '"Gorbachev, Sergey"' showing total 188 results
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188 results on '"Gorbachev, Sergey"'

1. A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack

Author

Li, Zhuoxuan, Korovin, Iakov, Shi, Xinli, Gorbachev, Sergey, Gorbacheva, Nadezhda, Huang, Wei, and Cao, Jinde

Subjects
Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing
Abstract

Rutting of asphalt pavements is a crucial design criterion in various pavement design guides. A good road transportation base can provide security for the transportation of oil and gas in road transportation. This study attempts to develop a robust artificial intelligence model to estimate different asphalt pavements' rutting depth clips, temperature, and load axes as primary characteristics. The experiment data were obtained from 19 asphalt pavements with different crude oil sources on a 2.038 km long full-scale field accelerated pavement test track (RIOHTrack, Road Track Institute) in Tongzhou, Beijing. In addition, this paper also proposes to build complex networks with different pavement rutting depths through complex network methods and the Louvain algorithm for community detection. The most critical structural elements can be selected from different asphalt pavement rutting data, and similar structural elements can be found. An extreme learning machine algorithm with residual correction (RELM) is designed and optimized using an independent adaptive particle swarm algorithm. The experimental results of the proposed method are compared with several classical machine learning algorithms, with predictions of Average Root Mean Squared Error, Average Mean Absolute Error, and Average Mean Absolute Percentage Error for 19 asphalt pavements reaching 1.742, 1.363, and 1.94\% respectively. The experiments demonstrate that the RELM algorithm has an advantage over classical machine learning methods in dealing with non-linear problems in road engineering. Notably, the method ensures the adaptation of the simulated environment to different levels of abstraction through the cognitive analysis of the production environment parameters.

Published
2023
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6. An Integrated Fuzzy Decision-Making Approach to Emergency Evacuation Based on HF ELECTRE

Author

Gerasimenko, Evgeniya, Bozhenyuk, Alexander, Gorbachev, Sergey, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kahraman, Cengiz, editor, Sari, Irem Ucal, editor, Oztaysi, Basar, editor, Cebi, Selcuk, editor, Cevik Onar, Sezi, editor, and Tolga, A. Çağrı, editor

Published
2023
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7. Optimization of Traffic Flow Based on Periodic Fuzzy Graphs

Author

Gorbachev, Sergey, Bozhenyuk, Alexander, Nikashina, Polina, Bhattacharyya, Siddhartha, Series Editor, Kacprzyk, Janusz, Series Editor, Koeppen, Mario, Series Editor, Snasel, Vaclav, Series Editor, Kruse, Rudolf, Series Editor, Banerjee, Jyoti Sekhar, editor, De, Debashis, editor, and Mahmud, Mufti, editor

Published
2023
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20. A Novel Intelligent Blockchain Framework with Intelligence Replication

Author

Nayak, Arijit, Chowdhury, Deepraj, De, Sourav, Bhattacharyya, Siddhartha, Muhammad, Khan, Gorbachev, Sergey, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Gandhi, Tapan Kumar, editor, Konar, Debanjan, editor, Sen, Biswaraj, editor, and Sharma, Kalpana, editor

Published
2022
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41. Shelterbelts of the 3rd Agroclimatic Zone in the Stavropol Region, Russia

Author

Loshakov, Alexander V., Kasmynina, Margarita G., Odintsov, Stanislav V., Gorbachev, Sergey Yu., Kipa, Lyudmila V., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, and Bogoviz, Aleksei V., editor

Published
2021
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