Developing constitutive models from EPR‐based self‐learning finite element analysis

A constitutive model that captures the material behavior under a wide range of loading conditions is essential for simulating complex boundary value problems. In recent years, some attempts have been made to develop constitutive models for finite element analysis using self‐learning simulation (SelfSim). Self‐learning simulation is an inverse analysis technique that extracts material behavior from some boundary measurements (eg, load and displacement). In the heart of the self‐learning framework is a neural network which is used to train and develop a constitutive model that represents the material behavior. It is generally known that neural networks suffer from a number of drawbacks. This paper utilizes evolutionary polynomial regression (EPR) in the framework of SelfSim within an automation process which is coded in Matlab environment. EPR is a hybrid data mining technique that uses a combination of a genetic algorithm and the least square method to search for mathematical equations to represent the behavior of a system. Two strategies of material modeling have been considered in the SelfSim‐based finite element analysis. These include a total stress‐strain strategy applied to analysis of a truss structure using synthetic measurement data and an incremental stress‐strain strategy applied to simulation of triaxial tests using experimental data. The results show that effective and accurate constitutive models can be developed from the proposed EPR‐based self‐learning finite element method. The EPR‐based self‐learning FEM can provide accurate predictions to engineering problems. The main advantages of using EPR over neural network are highlighted.     

Genetic Relationships Among One Non-Endemic and Two Endemic Mediterranean Triplefin Blennies (Pisces, Blennioidei)

Abstract. Three triplefin blennies occur sympatrically in the Mediterranean Sea; Tripterygion tripteronotus and T. melanurus are endemic, whereas T. delaisi is also found in the Eastern Atlantic. Although very similar in morphology, ecology and behaviour, some striking differences exist among reproductive strategies. Several authors proposed hypotheses on the evolution of these species. In order to enhance insight into the genetic structure of this genus, an enzyme electrophoretic survey was performed. Samples of 40 to 45 specimens of each species were collected near Calvi (Corsica, France). Twenty-four enzyme loci were analysed, of which 17 appeared polymorphic. T. delaisi showed a high level of average observed heterozygosity (H_o) of 0.140, as opposed to very low levels of 0.009 and 0.021 in T. tripteronotus and T. melanurus , respectively. Nei's genetic distance was 0.21 between T. delaisi and T. tripteronotus , 0.35 between T. delaisi and T. melanurus and 0.45 between T. tripteronotus and T. melanurus . We hypothesise that divergence of these species started before the Pleistocene and that the endemic species survived the Pleistocene glaciations in refugia within the Mediterranean. The possibility that T. tripteronotus and T. delaisi diverged through sympatric speciation is discussed.     

东天山晚古生代内生金属矿床成矿系列和成矿规律

东天山造山带是我国重要的金铜矿产富集区之一，通过初步研究，按照成矿系列的学术思想将区内金属矿床划分为6个矿床成矿亚系列，并对每个成矿亚系列形成的构造环境和主要地质作用进行了简要论述，进而探讨了该地区区域成矿规律与构造演化的关系，总结了该地区构造活动的时－空演化导致该地区独具特色的内生金属矿床侧向分带现象。     

内蒙古苏里格庙地区晚古生代层序地层学研究

通过岩心观察 ,结合测井曲线和地震反射资料分析 ,并根据层序地层和层序界面的识别标志 ,建立了苏里格庙地区的层序地层格架 ,并将上古生界划分为 3个二级层序 (超层序组 )和 15个三级层序 ,其中本溪组和太原组的层序具二元体系域结构 ,即由海进体系域和高位体系域组成 ;山西组、石盒子组和石千峰组的层序具三元体系域结构 ,包括低位体系域、湖进体系域和高位体系域。剖析了陆表海浅陷沉积、陆表海碳酸盐岩与碎屑岩混合沉积及近岸内陆河流—三角洲—湖泊沉积超层序组 (或层序组 )中层序的发育特征 ,论述了层序的演化过程。     

腾冲热海火山地热区近期水热爆炸的阶段性演化特征

水热爆炸是活动性地热田的典型显示。腾冲热海火山地热区历史上曾发生过强烈的水热爆炸活动，但前期一度沉寂。1993年以来水热爆炸活动再度活跃。在过去十年间，研究区内发生过较大的爆炸喷发事件20余次，且规模越来越大。本文根据对爆炸形成泉点的选出气体化学和氦同位素组成的测试结果，研究了区内近期水热爆炸活动的演化特征。逸出气体化学和氦同位素组成特征指示，区内近期引发水热爆炸活动的气体源区有从浅层、中层向深层发展的趋势；作者认为，区内未来可能发生更大规模的爆炸活动，其危险性应引起高度关注。     

Slope stability analysis using evolutionary optimization techniques

Slope stability optimization, in the presence of a band of a weak layer between two strong layers, is accounted for in complicated geotechnical problems. Classical optimization algorithms are not suitable for solving such problems as they need a proper preliminary solution to converge to a valid result. Therefore, it is necessary to find a proper algorithm which is capable of finding the best global solution. Recently a lot of metaheuristic algorithms have been proposed which are able to evade local minima effectively. In this study four evolutionary algorithms, including well‐known and recent ones, such as genetic algorithm, differential evolution, evolutionary strategy and biogeography‐based optimization (BBO), are applied in slope stability analysis and their efficiencies are explored by three benchmark case studies. Result show BBO is the most efficient among these evolutionary algorithms and other proposed algorithms applied to this problem. Copyright © 2016 John Wiley & Sons, Ltd.     

塞内加尔盆地北部次盆白垩系被动大陆边缘深海扇演化特征及主控因素

被动大陆边缘深海扇是当今海洋深水油气勘探的热点。识别深海扇,明确其时空演变特征,总结关键地质因素对其发育的控制作用,对于建立深海扇成因与预测地质模型具有重要意义。本文通过地震与钻井资料综合解释,分析塞内加尔盆地北部次盆白垩纪被动大陆边缘时期的构造-沉积演化特征,识别深海扇体,并分析其岩性、形态与规模的演变特征;然后分析海平面变化、陆源物质供给、陆坡与沟谷地貌等地质条件对深海扇体发育的控制作用。研究表明,研究区在白垩纪盆地被动大陆边缘阶段,经历了早白垩世的碳酸盐岩台地建设期、Albian-Santonian期碎屑岩沉积被陆坡内外分割的沉积期、Campanian-Maastrichtian期的碎屑岩缓坡沉积期等3个构造-沉积演化阶段;从早白垩世Aptian期到白垩纪末期发育了具有不同岩性、形态与规模特征的深海扇体。全球海平面变化、陆源碎屑供给、陆坡与沟谷地貌特征共同制约了深海扇的演化特征,但它们对深海扇发育与演化的影响作用又有所不同。全球海平面变化与陆源碎屑供给特征更多是影响了扇体的岩性粗细与规模,而陆坡沟谷地貌特征则直接决定了扇体的形态与分布。     

The Evolutionary History of Ore-forming Processes of Metallic Ore Deposits in Northern Guangxi1

Abstract The northern Guangxi region is an important rare metal, rare earth metal and polymetallic metallogenic province. In the region there exist five metallogenic series and two metallogenic subseries, whose metallogenesis shows features of polycyclic spiral evolution throughout the geological history. As far as various cycles are concerned, mantle-derived ore substances were reduced while crust-derived ore substances increased from early to late times; in the whole geological evolutionary history, mantle-derived substances decreased gradually while crust-derived ones increased. Meanwhile ore element associations became more and more varied. In terms of space, mineralization migrated from the old basement outwards, i.e. from west to east during the Precambrian, and from north to south during the Phanerozoic, and again from east to west during the Yanshanian.     

中国早期具刺疑源类的演化及生物地层学意义

本文以我国元古代至早寒武世梅树村阶中发现的具刺疑源类化石为基础，结合最近研究的新资料，通过对具刺疑源类化石组合特征、形态对比、微细结构和演经关系的研究，并与国内外资料广泛为对比。探讨了我国早期具刺疑源类的演化阶段、各阶段的组合特征及生物地展学意义，论证了我国早期具刺疑原类的演化发展趋势。