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Prediction of microstructure evolution of ZK61 alloy during hot spinning by internal state variable model 被引量:2
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作者 Jin-qi PAN Wen-cong ZHANG +3 位作者 Jian-lei YANG Song-hui WANG Yong WU Huan LI 《Transactions of Nonferrous Metals Society of China》 2025年第1期126-142,共17页
An internal state variable(ISV)model was established according to the experimental results of hot plane strain compression(PSC)to predict the microstructure evolution during hot spinning of ZK61 alloy.The effects of t... An internal state variable(ISV)model was established according to the experimental results of hot plane strain compression(PSC)to predict the microstructure evolution during hot spinning of ZK61 alloy.The effects of the internal variables were considered in this ISV model,and the parameters were optimized by genetic algorithm.After validation,the ISV model was used to simulate the evolution of grain size(GS)and dynamic recrystallization(DRX)fraction during hot spinning via Abaqus and its subroutine Vumat.By comparing the simulated results with the experimental results,the application of the ISV model was proven to be reliable.Meanwhile,the strength of the thin-walled spun ZK61 tube increased from 303 to 334 MPa due to grain refinement by DRX and texture strengthening.Besides,some ultrafine grains(0.5μm)that played an important role in mechanical properties were formed due to the proliferation,movement,and entanglement of dislocations during the spinning process. 展开更多
关键词 internal state variable model hot spinning ZK61 alloy finite element simulation texture evolution
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3D finite element simulation of microstructure evolution in blade forging of Ti-6Al-4V alloy based on the internal state variable models 被引量:4
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作者 Jiao Luo Bin Wu Miao-quan Li 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2012年第2期122-130,共9页
The physically-based internal state variable (ISV) models were used to describe the changes of dislocation density, grain size, and flow stress in the high temperature deformation of titanium alloys in this study. T... The physically-based internal state variable (ISV) models were used to describe the changes of dislocation density, grain size, and flow stress in the high temperature deformation of titanium alloys in this study. The constants of the present models could be identified based on experimental results, which were conducted at deformation temperatures ranging from 1093 K to 1303 K, height reductions ranging from 20% to 60%, and the strain rates of 0.001, 0.01, 0.1, 1.0, and 10.0 s-1. The physically-based internal state variable models were implemented into the commercial finite element (FE) code. Then, a three-dimensional (3D) FE simulation system coupling of deformation, heat transfer, and microstructure evolution was developed for the blade forging of Ti-6Al-4V alloy. FE analysis was carried out to simulate the microstructure evolution in the blade forging of Ti-6Al-4V alloy. Finally, the blade forging tests of Ti-6Al-4V alloy were performed to validate the results of FE simulation. According to the tensile tests, it is seen that the mechanical properties, such as tensile strength and elongation, satisfy the application requirements well. The maximum and minimum differences between the calculated and experimental grain size of primary α phase are 11.71% and 4.23%, respectively. Thus, the industrial trials show a good agreement with FE simulation of blade forging. 展开更多
关键词 titanium alloys FORGING microstructure evolution internal state variables mechanical properties
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The derivative-dependent functional variable separation for the evolution equations 被引量:3
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作者 张顺利 楼森岳 屈长征 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第12期2765-2776,共12页
This paper studies variable separation of the evolution equations via the generalized conditional symmetry. To illustrate, we classify the extended nonlinear wave equation utt = A(u, ux)uxx+B(u, ux, ut) which adm... This paper studies variable separation of the evolution equations via the generalized conditional symmetry. To illustrate, we classify the extended nonlinear wave equation utt = A(u, ux)uxx+B(u, ux, ut) which admits the derivative- dependent functional separable solutions (DDFSSs). We also extend the concept of the DDFSS to cover other variable separation approaches. 展开更多
关键词 derivative-dependent functional variable separation evolution equations generalized conditional symmetry
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Modeling of microstructure evolution of AZ80 magnesium alloy during hot working process using a unified internal state variable method 被引量:7
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作者 Zexing Su Chaoyang Sun +2 位作者 Mingjia Wang Lingyun Qian Xintong Li 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2022年第1期299-313,共15页
In this paper, a unified internal state variable(ISV) model for predicting microstructure evolution during hot working process of AZ80 magnesium alloy was developed. A novel aspect of the proposed model is that the in... In this paper, a unified internal state variable(ISV) model for predicting microstructure evolution during hot working process of AZ80 magnesium alloy was developed. A novel aspect of the proposed model is that the interactive effects of material hardening, recovery and dynamic recrystallization(DRX) on the characteristic deformation behavior were considered by incorporating the evolution laws of viscoplastic flow, dislocation activities, DRX nucleation and boundary migration in a coupled manner. The model parameters were calibrated based on the experimental data analysis and genetic algorithm(GA) based objective optimization. The predicted flow stress, DRX fraction and average grain size match well with experimental results. The proposed model was embedded in the finite element(FE) software DEFORM-3 D via user defined subroutine to simulate the hot compression and equal channel angular extrusion(ECAE) processes. The heterogeneous microstructure distributions at different deformation zones and the dislocation density evolution with competitive deformation mechanisms were captured.This study can provide a theoretical solution for the hot working problems of magnesium alloy. 展开更多
关键词 AZ80 magnesium alloy Internal state variable model Microstructure evolution Dynamic recrystallization Hot working process Finite element simulation
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Extension of Variable Separable Solutions for Nonlinear Evolution Equations 被引量:3
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作者 ZHANG Shun-Li ZHU Xiao-Ning +1 位作者 WANG Yong-Mao LOU Sen-Yue 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第4期829-832,共4页
We give the generalized definitions of variable separable solutions to nonlinear evolution equations, and characterize the relation between the functional separable solution and the derivative-dependent functional sep... We give the generalized definitions of variable separable solutions to nonlinear evolution equations, and characterize the relation between the functional separable solution and the derivative-dependent functional separable solution. The new definitions can unify various kinds of variable separable solutions appearing in references. As application, we classify the generalized nonlinear diffusion equations that admit special functional separable solutions and obtain some exact solutions to the resulting equations. 展开更多
关键词 nonlinear evolution equation variable separable solution generalized conditional symmetry
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Variable Separation for(1+1)-Dimensional Nonlinear Evolution Equations with Mixed Partial Derivatives 被引量:1
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作者 WANG Peng-Zhou ZHANG Shun-Li 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第10期797-802,共6页
We present basic theory of variable separation for (1 + 1)-dimensional nonlinear evolution equations withmixed partial derivatives.As an application,we classify equations u_(xt)=A(u,u_x)u_(xxx)+B(u,u_x) that admits de... We present basic theory of variable separation for (1 + 1)-dimensional nonlinear evolution equations withmixed partial derivatives.As an application,we classify equations u_(xt)=A(u,u_x)u_(xxx)+B(u,u_x) that admits derivative-dependent functional separable solutions (DDFSSs) and illustrate how to construct those DDFSSs with some examples. 展开更多
关键词 (1 1)-dimensional nonlinear evolution equations variable separation generalized conditional symmetry derivative-dependent functional separable solution
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Genetic variability and evolution of rice stripe virus
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作者 Ling-zhe HUANG Li-xia RAO +1 位作者 Xue-ping ZHOU Jian-xiang WU 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2013年第10期875-885,共11页
Rice stripe virus(RSV) is the type member of the genus Tenuivirus.RSV is known to have four segmented,single-stranded RNA molecules and causes rice stripe disease in the rice fields of China,Japan,and Korea.Based on t... Rice stripe virus(RSV) is the type member of the genus Tenuivirus.RSV is known to have four segmented,single-stranded RNA molecules and causes rice stripe disease in the rice fields of China,Japan,and Korea.Based on the complete genomic sequences of the determined 6 RSV isolates(from Yunnan,Jiangsu,Zhejiang,and Liaoning Provinces,China) and 27 other RSV isolates(from Yunnan,Jiangsu,Anhui,Henan,and Shandong Provinces of China,also Japan and Korea) downloaded from GenBank,we provided a genotyping profile of RSV field isolates and described the population structure of RSV.All RSV isolates,except isolate CX,could be divided into two subtypes,one including 6 isolates from Yunnan Province,and the other including 26 isolates from different parts of China,Japan,and Korea,which were referred to as subtype II and subtype I,respectively.The amino acid distances between subtypes range from 0.053 to 0.085.RSV isolates in Yunnan Province were genetically differentiated from other parts of China,Japan,and Korea and showed infrequent gene flow.The RSV populations collected from other parts of China,Japan,and Korea were only composed of subtype I and showed very low genetic diversity.We speculated that isolate CX may be the result of recombination of isolates from two subtypes.Two potential recombination events were detected in RNA4 of isolate CX. 展开更多
关键词 Rice stripe virus Genetic variability Genetic evolution
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A numerical study of comparison of two one-state-variable,rate-and state-dependent friction evolution laws 被引量:2
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作者 Jeen-Hwa Wang 《Earthquake Science》 CSCD 2009年第2期197-204,共8页
The two one-state-variable, rate- and state-dependent friction laws, i.e., the slip and slowness laws, are com- pared on the basis of dynamical behavior of a one-degree-of-freedom spring-slider model through numerical... The two one-state-variable, rate- and state-dependent friction laws, i.e., the slip and slowness laws, are com- pared on the basis of dynamical behavior of a one-degree-of-freedom spring-slider model through numerical simulations. Results show that two (normalized) model parameters, i.e., A (the normalized characteristic slip distance) and β-α (the difference in two normalized parameters of friction laws), control the solutions. From given values of △, β, and α, for the slowness laws, the solution exists and the unique non-zero fixed point is stable when △〉(β-α), yet not when △ 〈(β-α). For the slip law, the solution exists for large ranges of model parameters and the number and stability of the non-zero fixed points change from one case to another. Results suggest that the slip law is more appropriate for controlling earthquake dynamics than the slowness law. 展开更多
关键词 one-state-variable rate- and state-dependent friction law direct effect evolution effect characteristic slip displacement
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Molecular variability and evolution of a natural population of tomato yellow leaf curl virus in Shanghai,China
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作者 Xiu-ling YANG Meng-ning ZHOU +2 位作者 Ya-juan QIAN Yan XIE Xue-ping ZHOU 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2014年第2期133-142,共10页
Tomato yellow leaf curl virus (TYLCV), belonging to the genus Begomovirus of the family Geminiviridae, is emerging as the most destructive pathogen of tomato plants. Since the first report of TYLCV in Shanghai, Chin... Tomato yellow leaf curl virus (TYLCV), belonging to the genus Begomovirus of the family Geminiviridae, is emerging as the most destructive pathogen of tomato plants. Since the first report of TYLCV in Shanghai, China in 2006, TYLCV has spread rapidly to 13 provinces or autonomous regions of China. In this study, the molecular varia- bility and evolution of TYLCV were monitored in Shanghai from its first upsurge in 2006 until 2010. Full-length genomic sequences of 26 isolates were obtained by rolling circle amplification. Sequence analysis showed that the intergenic region was the most variable, with a mean mutation rate of 4.81×10-3 nucleotide substitutions per site per year. Ge- netic differentiation was found within isolates obtained from 2006, 2009, and 2010, though a linear increase in genetic diversity over time was not evident. Whilst significant parts of TYLCV genes were under negative selection, the C4 gene embedded entirely within the C1 gene had a tendency to undergo positive selection. Our results indicate that a mechanism of independent evolution of overlapping regions could apply to the natural population of TYLCV in Shanghai, China. 展开更多
关键词 Molecular variability Tomato yellow leaf curl virus (TYLCV) GEMINIVIRUS evolution
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Modeling of microstructural evolution and flow behavior of superalloy IN718 using physically based internal state variables
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作者 Xue-Feng Tang Bao-Yu Wang +2 位作者 Ning Zhang Yuan-Ming Huo Jing Zhou 《Rare Metals》 SCIE EI CAS CSCD 2022年第8期2759-2766,共8页
Microstructural evolution and flow behavior greatly affect the hot forming process of IN718.In this research,hot deformation behaviors of IN718 were investigated by performing hot compression tests at temperature rang... Microstructural evolution and flow behavior greatly affect the hot forming process of IN718.In this research,hot deformation behaviors of IN718 were investigated by performing hot compression tests at temperature range of 1000-1100℃with strain rates of 0.1-20.0 s^(-1).By incorporating physically based internal state variables such as dislocation density,volume fraction of dynamic recrystallization,and grain size,a set of unified viscoplastic constitutive equations were developed to predict the microstructural evolution and flow behavior of IN718.The material constants were determined using a genetic algorithm(G A)-based optimization method.Comparisons of the computed and experimental results indicate that the constitutive equations established in this study can accurately describe the hot deformation behavior and microstructural evolution of IN718. 展开更多
关键词 IN718 Microstructural evolution Flow behavior Constitutive equations Internal state variables
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On the Spatial Distribution of Luminous Blue Variables in the Galaxy M33
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作者 A.Kostenkov S.Fabrika +6 位作者 A.Kaldybekova S.Fedorchenko Y.Solovyeva E.Dedov A.Sarkisyan A.Vinokurov O.Sholukhova 《Research in Astronomy and Astrophysics》 2025年第4期136-149,共14页
In the current paper,we present a study of the spatial distribution of luminous blue variables(LBVs)and various LBV candidates(c LBVs)with respect to OB associations in the galaxy M33.The identification of blue star g... In the current paper,we present a study of the spatial distribution of luminous blue variables(LBVs)and various LBV candidates(c LBVs)with respect to OB associations in the galaxy M33.The identification of blue star groups was based on the LGGS data and was carried out by two clustering algorithms with initial parameters determined during simulations of random stellar fields.We have found that the distribution of distances to the nearest OB association obtained for the LBV/c LBV sample is close to that for massive stars with Minit>20 M⊙and WolfRayet stars.This result is in good agreement with the standard assumption that LBVs represent an intermediate stage in the evolution of the most massive stars.However,some objects from the LBV/cLBV sample,particularly Fe II-emission stars,demonstrated severe isolation compared to other massive stars,which,together with certain features of their spectra,implicitly indicates that the nature of these objects and other LBVs/cLBVs may differ radically. 展开更多
关键词 stars:massive stars:evolution stars:winds outflows stars:variables:S Doradus (stars:)binaries:general galaxies:individual(M33)
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A Study of the Structural Evolution and Strength Damage Mechanisms of PishaSandstone Cement Soil Modified with Fly Ash 被引量:2
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作者 Jian Yang Xiaoli Li +1 位作者 Hui Wang Kaiqiang Geng 《Journal of Renewable Materials》 SCIE EI 2021年第12期2241-2260,共20页
In the present study,in order to investigate the effects of fly ash on the structural evolution and strength damage mechanism of Pisha-sandstone cement soil,unconfined compressive strength tests of Pisha-sandstone cem... In the present study,in order to investigate the effects of fly ash on the structural evolution and strength damage mechanism of Pisha-sandstone cement soil,unconfined compressive strength tests of Pisha-sandstone cement soil with different fly ash content levels and various ages were carried out.The apparent morphology,microstructures,and chemical compositions of the samples were observed and analyzed using ultra-depth three-dimensional microscopy,scanning electron microscopy,and XRD methods.The results revealed that the unconfined compressive strength levels of Pisha-sandstone cement soil samples displayed increasing trends with the increases in fly ash content and age.For example,when the fly ash content levels were increased from 12%to 15%,the strength of Pisha-sandstone cement soil had only slightly increased under the curing ages of 7,28,and 60 days.In addition,the unconfined compressive strength levels of the samples with 15%fly ash content only increased 0.02%,0.51%,and 0.54%,respectively,when compared with the samples containing 12%fly ash.It was observed that with the increases in the fly ash content,the number of pores on the outer surfaces of the samples were significantly reduced.Also,the height differences of cross-sectional gullies were reduced,and the apparent morphology was observed to be flatter.Since cement hydration creates a strong alkaline environment for reaction systems,the active degrees of the pozzolanic reactions of the fly ash were stimulated in this study.Moreover,a significant amount of the C-S-H gel phase and the stable five-membered ring structure of the mordenite and ettringite were generated,which connected the loose Pisha-sandstone particles to form a skeleton.The internal microstructures were then observed to be denser and more uniform.At the same time,the micro-pores were filled and refined by the unreacted micro-bead fly ash.Consequently,the defects in the internal microstructures were improved.Also,based on the Weibull distribution,a damage evolution model of the Pisha-sandstone cement soil was established.The analysis results of the damage variable D values during the initial damage stage,damage evolution stage,and residual damage stage of the damage process showed that the damage variables during all three stages displayed decreasing trends with the increases in the fly ash content levels and age.Therefore,based on this study’s findings,it was considered that the incorporation of fly ash could effectively improve the damage degrees of Pisha-sandstone cement soil under external force conditions. 展开更多
关键词 Pisha-sandstone fly ash strength performance MICROSTRUCTURE damage variable damage evolution model
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Hydraulic cylinder control of injection molding machine based on differential evolution fractional order PID 被引量:2
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作者 LI Ya-qiu GU Li-chen +1 位作者 YANG Sha XUE Xu-fei 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第4期317-325,共9页
Injection molding machine,hydraulic elevator,speed actuators belong to variable speed pump control cylinder system.Because variable speed pump control cylinder system is a nonlinear hydraulic system,it has some proble... Injection molding machine,hydraulic elevator,speed actuators belong to variable speed pump control cylinder system.Because variable speed pump control cylinder system is a nonlinear hydraulic system,it has some problems such as response lag and poor steady-state accuracy.To solve these problems,for the hydraulic cylinder of injection molding machine driven by the servo motor,a fractional order proportion-integration-diferentiation(FOPID)control strategy is proposed to realize the speed tracking control.Combined with the adaptive differential evolution algorithm,FOPID control strategy is used to determine the parameters of controller on line based on the test on the servo-motor-driven gear-pump-controlled hydraulic cylinder injection molding machine.Then the slef-adaptive differential evolution fractional order PID controller(SADE-FOPID)model of variable speed pump-controlled hydraulic cylinder is established in the test system with simulated loading.The simulation results show that compared with the classical PID control,the FOPID has better steady-state accuracy and fast response when the control parameters are optimized by the adaptive differential evolution algorithm.Experimental results show that SADE-FOPID control strategy is effective and feasible,and has good anti-load disturbance performance. 展开更多
关键词 variable speed pump-controlled cylinder fractional order proportion-integration-differentiation(FOPID) self-adaptive differential evolution(SADE) injection molding machine control anti-load disturbance
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Fractional description of mechanical property evolution of soft soils during creep 被引量:16
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作者 De-shun YIN Yan-qing LI +1 位作者 Hao WU Xiao-meng DUAN 《Water Science and Engineering》 EI CAS CSCD 2013年第4期446-455,共10页
The motion of pore water directly influences mechanical properties of soils, which are variable during creep. Accurate description of the evolution of mechanical properties of soils can help to reveal the internal beh... The motion of pore water directly influences mechanical properties of soils, which are variable during creep. Accurate description of the evolution of mechanical properties of soils can help to reveal the internal behavior of pore water. Based on the idea of using the fractional order to reflect mechanical properties of soils, a fractional creep model is proposed by introducing a variable-order fractional operator, and realized on a series of creep responses in soft soils. A comparative analysis illustrates that the evolution of mechanical properties, shown through the simulated results, exactly corresponds to the motion of pore water and the solid skeleton. This demonstrates that the proposed variable-order fractional model can be employed to characterize the evolution of mechanical properties of and the pore water motion in soft soils during creep. It is observed that the fractional order from the proposed model is related to the dissipation rate of pore water pressure. 展开更多
关键词 variable-order fractional model fractional order soil creep evolution ofmechanical properties soft soil
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Localized Excitations in a Sixth-Order (1+1)-Dimensional Nonlinear Evolution Equation
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作者 SHEN Shou-Feng 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第6X期961-963,共3页
In this letter, by means of the Lax pair, Darboux transformation, and variable separation approach, a new exact solution of a sixth-order (1+ 1)-dimensional nonlinear evolution equation, which includes some arbitrary ... In this letter, by means of the Lax pair, Darboux transformation, and variable separation approach, a new exact solution of a sixth-order (1+ 1)-dimensional nonlinear evolution equation, which includes some arbitrary functions,is obtained. Abundant new localized excitations can be found by selecting appropriate functions and they are illustrated both analytically and graphically. 展开更多
关键词 variable separation Lax pair Darboux transformation nonlinear evolution equation localized excitation
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Relative Viability in Drosophila melanogaster in“Evolution Canyon”,Israel
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作者 Misato Uchida Eviatar Nevo Nobuhiko Asada 《Journal of Life Sciences》 2018年第4期169-172,共4页
Genetic diversity in natural populations has been explored through evolutionary analysis,and patterns of microscale biodiversity have been studied in populations at“Evolution Canyon”,Israel.A total of 2,000 eggs fro... Genetic diversity in natural populations has been explored through evolutionary analysis,and patterns of microscale biodiversity have been studied in populations at“Evolution Canyon”,Israel.A total of 2,000 eggs from each of iso-female Drosophila melanogaster line 2-1 from the north-facing slope(NFS)and line 6-1 from the south-facing slope(SFS)were placed in 20 vials and evaluated.Egg-to-adult viability was 0.89 and 0.75 in lines 2-1 and 6-1,respectively,and the difference was statistically significant by t-test.Genetic diversity was higher on the harsher SFS than on the milder NFS.Inter-slope genetic differences corroborated the effect of stochastic climate selection pressures to viability polygenes in populations at“Evolution Canyon”,Israel. 展开更多
关键词 VIABILITY variability DROSOPHILA MELANOGASTER evolution Canyon”
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Antibody-Like Phosphorylation Sites. Theme for Studies of Cancer, Aging and Evolution
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作者 Jaroslav Kubrycht Karel Sigler 《Computational Molecular Bioscience》 2022年第1期58-83,共26页
Sequence similarities were found between protein and DNA sequences encoding certain part of conserved variable immunoglobulin domains (i.e. conserved IgV) and phosphorylation sites. Hypermutation motifs were then indi... Sequence similarities were found between protein and DNA sequences encoding certain part of conserved variable immunoglobulin domains (i.e. conserved IgV) and phosphorylation sites. Hypermutation motifs were then indicated in the majority of the corresponding non-IgV nucleotide sequences. According to database confirmations or double prediction of phosphorylation sites, 80% of the selected human and mouse IgV-related phosphorylation sites or their highly probable candidates exhibited substrate relationship to ataxia-telangiectasia-mutated kinase known as ATM. In accordance with literature data, inactivation of ATM by mutations can participate in the mechanisms of carcinogenesis, neurodegeneration and possibly also in aging. In agreement with this relationship, some of the selected IgV-/ATM-related segments formed molecules specifically involved in carcinogenesis. The selected IgV-related sequence segments were also similar to certain segments of higher plants containing immunoglobulin-like repeats and related regions. Bioinformatic analysis of some selected plant sequences then indicated the presence of catalytic domains composing serine/threonine/tyrosine receptor/receptor-like kinases, which are considered important structures for evolution of very early and part of later Ig-domain-related immunity. The analyzed conserved domain similarities also suggested certain interesting structural and phylogenic relationships, which need to be further investigated. This review in fact briefly summarizes the findings on the subject from the last twenty years. 展开更多
关键词 Ataxia-Telangiectasia-Mutated Kinase (ATM) CARCINOGENESIS Complementarity Determining Region 1 (CDR1 Hypervariable Region 1) Conserved Domain(s) Deep evolution evolution HYPERMUTATION Kinase(s) Phosphorylation Site(s) Plant Immunity Variable Immunoglobulin Domain(s) (IgV)
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Large-Scale Multi-Objective Optimization Algorithm Based on Weighted Overlapping Grouping of Decision Variables
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作者 Liang Chen Jingbo Zhang +2 位作者 Linjie Wu Xingjuan Cai Yubin Xu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第7期363-383,共21页
The large-scale multi-objective optimization algorithm(LSMOA),based on the grouping of decision variables,is an advanced method for handling high-dimensional decision variables.However,in practical problems,the intera... The large-scale multi-objective optimization algorithm(LSMOA),based on the grouping of decision variables,is an advanced method for handling high-dimensional decision variables.However,in practical problems,the interaction among decision variables is intricate,leading to large group sizes and suboptimal optimization effects;hence a large-scale multi-objective optimization algorithm based on weighted overlapping grouping of decision variables(MOEAWOD)is proposed in this paper.Initially,the decision variables are perturbed and categorized into convergence and diversity variables;subsequently,the convergence variables are subdivided into groups based on the interactions among different decision variables.If the size of a group surpasses the set threshold,that group undergoes a process of weighting and overlapping grouping.Specifically,the interaction strength is evaluated based on the interaction frequency and number of objectives among various decision variables.The decision variable with the highest interaction in the group is identified and disregarded,and the remaining variables are then reclassified into subgroups.Finally,the decision variable with the strongest interaction is added to each subgroup.MOEAWOD minimizes the interactivity between different groups and maximizes the interactivity of decision variables within groups,which contributed to the optimized direction of convergence and diversity exploration with different groups.MOEAWOD was subjected to testing on 18 benchmark large-scale optimization problems,and the experimental results demonstrate the effectiveness of our methods.Compared with the other algorithms,our method is still at an advantage. 展开更多
关键词 Decision variable grouping large-scale multi-objective optimization algorithms weighted overlapping grouping direction-guided evolution
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干湿循环及循环加卸载条件下白云岩渐进损伤的能量特性研究
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作者 张锋 王运敏 +2 位作者 李小双 鲁俊 侯国庆 《矿冶工程》 北大核心 2025年第4期1-7,共7页
探讨了干湿循环与循环加卸载共同作用下白云岩的力学性能及能量演化规律。结果表明,干湿循环引起的结构损伤导致白云岩由脆性破坏向延性破坏转变,表现为滞回环面积增大与峰值强度下降;循环加卸载初期具有强化作用,随后进入软化与损伤阶... 探讨了干湿循环与循环加卸载共同作用下白云岩的力学性能及能量演化规律。结果表明,干湿循环引起的结构损伤导致白云岩由脆性破坏向延性破坏转变,表现为滞回环面积增大与峰值强度下降;循环加卸载初期具有强化作用,随后进入软化与损伤阶段。能量分析结果显示,总输入能量主要以弹性应变能形式存储,耗散能比例随损伤累积缓慢增长,且由耗散能定义的损伤变量呈现“渐进—加速—稳定”的演化特征。 展开更多
关键词 岩石力学 白云岩 干湿循环 循环加卸载 能量演化 耗能比 损伤变量
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基于混合变量差分进化算法的多目标电动车辆路径优化 被引量:1
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作者 叶恒舟 甘国军 董明刚 《桂林理工大学学报》 北大核心 2025年第3期426-432,共7页
针对现有的电动车辆路径问题(EVRP)模型大多忽略了充电设施的异构性、或仅关注单一优化目标的现状,构建了一种考虑EVRP中充电设施的充电速度与充电费用的异构性,以行驶总时间最短和总充电费用最小为优化目标,具有混合变量的多目标EVRP模... 针对现有的电动车辆路径问题(EVRP)模型大多忽略了充电设施的异构性、或仅关注单一优化目标的现状,构建了一种考虑EVRP中充电设施的充电速度与充电费用的异构性,以行驶总时间最短和总充电费用最小为优化目标,具有混合变量的多目标EVRP模型(M-EVRP)。为了求解此模型,设计了一种混合变量多目标协同差分进化算法(MMODEmv),它将结合了差分分组方法和单调性检查策略优势的增量递归排序分组(IRRG)策略嵌入到合作式协同进化(CC)框架中,在划分种群时分离交互变量和非交互变量,提高了协同进化的效率;此外,该算法采用了松弛机制以保持模型中变量之间的关联性。仿真实验表明,与4个代表性算法相比,MMODEmv算法在收敛性和多样性方面具有显著优势。 展开更多
关键词 电动车辆路径优化问题 混合变量优化 差分进化 多目标优化
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