Institution
Xi'an University of Science and Technology
Education•Xi'an, China•
About: Xi'an University of Science and Technology is a education organization based out in Xi'an, China. It is known for research contribution in the topics: Coal & Coal mining. The organization has 10023 authors who have published 7317 publications receiving 51897 citations.
Topics: Coal, Coal mining, Microstructure, Adsorption, Spontaneous combustion
Papers published on a yearly basis
Papers
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TL;DR: It is proven that MOEA/D-ARA+SBX can converge to the true PF with probability one, and the k-nearest neighbors approach is introduced to prune away redundant non-dominated solutions.
Abstract: In the field of optimization computation, there has been a growing interest in applying intelligent algorithms to solve multi-objective optimization problems (MOPs). This paper focuses mainly on the multi-objective evolutionary algorithm based on decomposition, MOEA/D for short, which offers a practical general algorithmic framework of evolutionary multi-objective optimization, and has been achieved great success for a wide range of MOPs. Like most other algorithms, however, MOEA/D has its limitations, which are reflected in three aspects: the problem of balancing diversity and convergence, non-uniform distribution of the Pareto front (PF), and weak convergence of the algorithm. To alleviate these limitations, a new combination of the artificial raindrop algorithm (ARA) and a simulated binary crossover (SBX) operator is first integrated into the framework of MOEA/D to balance the convergence and diversity. Thus, our proposed approach is called MOEA/D with ARA and SBX (MOEA/D-ARA+SBX). On the other hand, the raindrop pool in ARA is further extended to an external elitist archive, which retains only non-dominated solutions and discards all others. In addition, the k-nearest neighbors approach is introduced to prune away redundant non-dominated solutions. In such a way, a Pareto approximate subset with good distribution to the true PF may be achieved. Based on the relevant mathematical theory and some assumptions, it is proven that MOEA/D-ARA+SBX can converge to the true PF with probability one. For performance evaluation and comparison purposes, the proposed approach was applied to 44 multi-objective test problems with all types of Pareto set shape, and compared with 16 other versions of MOEA/D. The experimental results indicate its advantages over other approaches.
25 citations
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TL;DR: In this paper, an evaluation index system of virtual water strategy was constructed from an integrated water-ecosystem-economy system perspective, which can reflect the co-relationship among water, ecosystems and the economy and the status of system.
25 citations
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TL;DR: The results show that there exists a cubic function relation among pmax, (dp/dt)maxx, ”tc, tb and LPG volume fraction during the LPG explosion process and that the addition of N2 and CO2 effectively suppressed the explosion of LPG.
25 citations
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TL;DR: In this paper, a reduced reflection coefficient equation was derived by linearizing the slowness expressions and applied to the Bayesian deterministic inversion problem to estimate the anisotropic parameters of reservoirs.
25 citations
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TL;DR: In this paper, a superamphiphobic surface was introduced through constructing micro-nano structure with low surface energy, which was mainly contributed from 1H,1H, 2H,2H-perfluorodecyltriethoxysilane, micro-ordered array polypyrrole, multi-walled carbon nanotubes and silica.
25 citations
Authors
Showing all 10074 results
Name | H-index | Papers | Citations |
---|---|---|---|
Chao Zhang | 127 | 3119 | 84711 |
Liang Wang | 98 | 1718 | 45600 |
Chang Liu | 97 | 1099 | 39573 |
Peter Christie | 75 | 501 | 26083 |
Yihe Zhang | 73 | 577 | 21117 |
Li Xu | 68 | 965 | 22024 |
Feng Zhao | 67 | 230 | 18384 |
Shuai Zhang | 66 | 616 | 20710 |
Wei Chen | 65 | 511 | 16573 |
Zhi-Min Dang | 65 | 309 | 14651 |
Liu Chen | 64 | 343 | 16067 |
Zhiwu Li | 58 | 567 | 12633 |
Yuan Gao | 57 | 358 | 11659 |
Yanjun Shen | 39 | 201 | 5878 |
Bin Su | 39 | 284 | 6222 |