检索结果-内蒙古大学图书馆

Congress on Evolutionary Computation

作者： Roman Senkerik Michal Pluhacek Zuzana Kominkova Oplatkova Donald Davendra Faculty of Applied Informatics Tomas Bata University in Zlin Zlin Czech Republic Faculty of Electrical Engineering and Computer Science VSB-Technical University of Ostrava Ostrava-Poruba Czech Republic

This research deals with the hybridization of the two softcomputing fields, which are chaos theory and evolutionary computation. This paper aims on the experimental investigations on the chaos-driven evolutionary algorithm Differential Evolution (DE) concept. This research represents the continuation of the preliminary satisfactory results obtained by means of chaos embedded (driven) DE, which utilizes the chaotic dynamics in the place of pseudorandom number generators The novelty of this work represents the experimental analysis of the chaotic dynamics directly injected into the DE. To be more precise, this research investigates the influence of parameter settings to the performance of chaos driven DE. Both settings for mutation and crossover DE control parameters and adjustable chaotic system parameters are experimentally investigated here. Repeated simulations were performed on the selected set of well-known benchmark functions in higher dimensions. Finally, the obtained results are compared with canonical DE and state-of-the art representative of basic adaptive variant jDE.

关键词： Chaos Generators Evolutionary computation Benchmark testing Heuristic algorithms Cost function

来源：评论

学校读者我要写书评

暂无评论

Preface

Advances in Intelligent Systems and Computing

引用

Advances in Intelligent Systems and Computing 2016年 442卷 v-vi页

作者： Obaidat, Mohammad S. Kacprzyk, Janusz Ören, Tuncer Filipe, Joaquim Department of Computer and Information Science Fordham University BronxNY United States Systems Research Institute Polish Academy of Sciences Warsaw Poland Faculty of Engineering School of Electrical Engineering and Computer Science University of Ottawa OttawaON Canada Department of Systems and Informatics Polytechnic Institute of Setúbal Setúbal Portugal

来源：评论

学校读者我要写书评

暂无评论

Towards an Automated Zebrafish-based Toxicity Test Model Using Machine Learning

引用

Procedia computer science 2015年 65卷 643-651页

作者： Alaa Tharwat Tarek Gaber Mohamed Mostaf Fouad Vaclav Snasel Aboul Ella Hassanien Faculty of Engineering Suez Canal University Ismailia Egypt Faculty of Computers and Information BeniSuef University Egypt Faculty of Computers and Informatics Suez Canal University Ismailia Egypt Faculty of Electrical Engineering and Computer Science VSB-TU of Ostrava Czech Arab Academy for Science Technology and Maritime Transport Cairo EGYPT Faculty of Computers and Information Cairo University Egypt Scientific Research Group in Egypt (SRGE) http://***

Zebrafish animal is considered as one of the most suitable animals to test toxicity of compounds due many features such as transparency and a large number of embryos produced in each mating. The main problem of the zebrafish-based toxicity test is the manual inspection of thousands of animals images in different phases and this is not feasible enough for the analysis, i.e. it is slow and may be inaccurate process. To help addressing this problem, in this paper, an automated classification of alive (healthy) and coagulant (died because of toxic compounds) zebrafish embryos are proposed. The embryos’ images are used to extract some features using the Segmentation-based Fractal Texture Analysis (SFTA) technique. The Rotation Forest classifier is then used to match between testing and training features (i.e. to classify alive and coagulant embryos). The experiments have proved that choosing threshold value of SFTA technique and the size of the rotation forest classifier have a great impact on the classification accuracy. With accuracy around 99.98%, the experimental results have showed that the proposed model is a very promising step toward a fully automated toxicity test during drug discovery.

关键词： Fish embryo toxicity test Zebrafish Classification Rotation Forest Classifier Segmentation-based Fractal Texture Analysis (SFTA)

来源：评论

学校读者我要写书评

暂无评论

A non-conservative software-based approach for detecting illegal CFEs caused by transient faults

A non-conservative software-based approach for detecting ill...

引用

IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems

作者： Diego Rodrigues Ghazaleh Nazarian Álvaro Moreira Luigi Carro Georgi Gaydadjiev Institute of Informatics Federal University of Rio Grande do Sul Porto Alegre Brazil Faculty of Electrical Engineering Mathematics and Computer Science Delft University of Technology Delft The Netherlands Department of Computer Science and Engineering Chalmers University of Technology Gothenburg Sweden

Software-based methods for the detection of control-flow errors caused by transient fault usually consist in the introduction of protecting instructions both at the beginning and at the end of basic blocks. These methods are conservative in nature, in the sense that they assume that all blocks have the same probability of being the target of control flow errors. Because of that assumption they can lead to a considerable increase both in memory and performance overhead during execution time. In this paper, we propose a static analysis that provide a more refined information about which basic blocks can be the target of control-flow-errors caused by single-bit flips. This information can then be used to guide a program transformation in which only susceptible blocks have to be protected. We implemented the static analysis and program transformation in the context of the LLVM framework and performed an extensive fault injection campaign. Our experiments show that this less conservative approach can potentially lead to gains both in memory usage and in execution time while keeping high fault coverage.

关键词： Benchmark testing Circuit faults program processors Systematics Transient analysis Operating systems Assembly

来源：评论

学校读者我要写书评

暂无评论

Search for Higgs boson decays into pairs of light (pseudo)scalar particles in the γγ j j final state in pp collisions at √s = 13 TeV with the ATLAS detector

arXiv

引用

arXiv 2018年

作者： Vankov, P. Vari, R. Varnes, E.W. Varni, C. Varol, T. Varouchas, D. Vartapetian, A. Varvell, K.E. Vasquez, G.A. Vasquez, J.G. Vazeille, F. Furelos, D. Vazquez Schroeder, T. Vazquez Veatch, J. Veloce, L.M. Veloso, F. Veneziano, S. Ventura, A. Venturi, M. Venturi, N. Vercesi, V. Verducci, M. Verkerke, W. Vermeulen, A.T. Vermeulen, J.C. Vetterli, M.C. Maira, N. Viaux Viazlo, O. Vichou, I. Vickey, T. Boeriu, O.E. Vickey Viehhauser, G.H.A. Viel, S. Vigani, L. Villa, M. Perez, M. Villaplana Vilucchi, E. Vincter, M.G. Vinogradov, V.B. Vishwakarma, A. Vittori, C. Vivarelli, I. Vlachos, S. Vogel, M. Vokac, P. Volpi, G. von Buddenbrock, S.E. von Toerne, E. Vorobel, V. Vorobev, K. Vos, M. Vossebeld, J.H. Vranjes, N. Milosavljevic, M. Vranjes Vrba, V. Vreeswijk, M. Šfiligoj, T. Vuillermet, R. Vukotic, I. Ženiš, T. Živković, L. Wagner, P. Wagner, W. Wagner-Kuhr, J. Wahlberg, H. Wahrmund, S. Wakamiya, K. Walder, J. Walker, R. Walkowiak, W. Wallangen, V. Wang, A.M. Wang, C. Wang, F. Wang, H. Wang, H. Wang, J. Wang, J. Wang, Q. Wang, R.-J. Wang, R. Wang, S.M. Wang, T. Wang, W. Wang, W. Wang, Z. Wanotayaroj, C. Warburton, A. Ward, C.P. Wardrope, D.R. Washbrook, A. Watkins, P.M. Watson, A.T. Watson, M.F. Watts, G. Watts, S. Waugh, B.M. Webb, A.F. Webb, S. Weber, M.S. Weber, S.A. Weber, S.M. Webster, J.S. Weidberg, A.R. Weinert, B. Weingarten, J. Weirich, M. Weiser, C. Wells, P.S. Wenaus, T. Wengler, T. Wenig, S. Wermes, N. Werner, M.D. Werner, P. Wessels, M. Weston, T.D. Whalen, K. Whallon, N.L. Wharton, A.M. White, A.S. White, A. White, M.J. White, R. Whiteson, D. Whitmore, B.W. Wickens, F.J. Wiedenmann, W. Wielers, M. Wiglesworth, C. Wiik-Fuchs, L.A.M. Wildauer, A. Wilk, F. Wilkens, H.G. Williams, H.H. Williams, S. Willis, C. Willocq, S. Wilson, J.A. Wingerter-Seez, I. Winkels, E. Winklmeier, F. Winston, O.J. Winter, B.T. Wittgen, M. Wobisch, M. Wolf, A. Wolf, T.M.H. Wolff, R. Wolter, M.W. Wolters, H. Wong, V.W.S. Department of Physics University of Adelaide Adelaide Australia Physics Department SUNY Albany AlbanyNY United States Department of Physics University of Alberta EdmontonAB Canada Department of Physics Ankara University Istanbul Aydin University Istanbul Division of Physics TOBB University of Economics and Technology Ankara Turkey LAPP Université Grenoble Alpes Université Savoie Mont Blanc CNRS/IN2P3 Annecy-le-Vieux France High Energy Physics Division Argonne National Laboratory ArgonneIL United States Department of Physics University of Arizona TucsonAZ United States Department of Physics University of Texas at Arlington ArlingtonTX United States Physics Department National and Kapodistrian University of Athens Athens Greece Physics Department National Technical University of Athens Zografou Greece Department of Physics University of Texas at Austin AustinTX United States Bahcesehir University Faculty of Engineering and Natural Sciences Istanbul Istanbul Bilgi University Faculty of Engineering and Natural Sciences Istanbul Turkey Institute of Physics Azerbaijan Academy of Sciences Baku Azerbaijan Barcelona Institute of Science and Technology Barcelona Spain Beijing China Institute of Physics University of Belgrade Belgrade Serbia Department for Physics and Technology University of Bergen Bergen Norway Physics Division Lawrence Berkeley National Laboratory University of California BerkeleyCA United States Institut für Physik Humboldt Universität zu Berlin Germany Albert Einstein Center for Fundamental Physics and Laboratory for High Energy Physics University of Bern Bern Switzerland School of Physics and Astronomy University of Birmingham Birmingham United Kingdom Centro de Investigaciónes Universidad Antonio Nariño Bogota Colombia Dipartimento di Fisica e Astronomia Università di Bologna Bologna INFN Sezione di Bologna Italy Physikalisches Institut Universität Bonn Bonn Germany Department of Physics Boston University Bos

来源：评论

学校读者我要写书评

暂无评论

Converting PSO dynamics into complex network - Initial study

引用

AIP Conference Proceedings 2016年第1期1738卷

作者： Michal Pluhacek Jakub Janostik Roman Senkerik Ivan Zelinka 1Tomas Bata University in Zlín Faculty of Applied Informatics Department of Informatics and Artificial Intelligence nám. T.G. Masaryka 5555 760 01 Zlín CZECH REPUBLIC 2Department of Computer Science Faculty of Electrical Engineering and Computer Science VB-TUO 17. listopadu 15 708 33 Ostrava-Poruba Czech Republic

In this paper it is presented the initial study on the possibility of capturing the inner dynamic of Particle Swarm Optimization algorithm into a complex network structure. Inspired in previous works there are two different approaches for creating the complex network presented in this paper. Visualizations of the networks are presented and commented. The possibilities for future applications of the proposed design are given in detail.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Multiswarm PSO with supersized swarms - Initial performance study

引用

AIP Conference Proceedings 2016年第1期1738卷

作者： Michal Pluhacek Roman Senkerik Ivan Zelinka 1Tomas Bata University in Zlín Faculty of Applied Informatics Department of Informatics and Artificial Intelligence nám. T.G. Masaryka 5555 760 01 Zlín CZECH REPUBLIC 2Department of Computer Science Faculty of Electrical Engineering and Computer Science VB-TUO 17. listopadu 15 708 33 Ostrava-Poruba Czech Republic

In this paper it is discussed and briefly experimentally investigated the performance of multi-swarm PSO with super-sized swarms. The selection of proper population size is crucial for successful PSO using. This work ...

关键词：

来源：评论

学校读者我要写书评

暂无评论

Multiple choice strategy with dimensional mutation for PSO algorithm enhanced with chaotic dissipative standard map

Multiple choice strategy with dimensional mutation for PSO a...

引用

Congress on Evolutionary Computation

作者： Michal Pluhacek Roman Senkerik Donald Davendra Faculty of Applied Informatics Tomas Bata University in Zlin Zlin Czech Republic Faculty of Electrical Engineering and Computer Science VSB-Technical University of Ostrava 17 Ostrava-Poruba Czech Republic

ISBN: (纸本)9781479974931

In this paper several previously successfully tested approaches for PSO algorithm are merged. The Multiple-Choice strategy for PSO algorithm with chaotic pseudorandom number generator based on chaotic Dissipative Standard Map is enhanced with basic Dimensional mutation technique. The particular chaotic map selection was based on previous long-term research of chaos driven PSO. The approach is tested on a set of well-known benchmark functions with variety of dimensional settings and strict limit of cost function evaluations. Thus the potential of this method for needs of fast and real-time optimization is investigated. Promising results presented in the results section and briefly analyzed.

关键词： Real-time systems Benchmark testing Chaos Presses

来源：评论

学校读者我要写书评

暂无评论

Corrigendum to “PlantMirnaT: miRNA and mRNA integrated analysis fully utilizing characteristics of plant sequencing data” [Methods 83 (2015) 80–87]

引用

Methods 2016年 92卷 94-94页

作者： S. Rhee H. Chae S. Kim Department of Computer Science and Engineering Seoul National University Seoul Republic of Korea School of Informatics and Computing Computer Science Department Indiana University Bloomington IN USA Bioinformatics Institute Seoul National University Seoul Republic of Korea Interdisciplinary Program in Bioinformatics Seoul National University Seoul Republic of Korea

来源：评论

学校读者我要写书评

暂无评论

Neutron-Gamma Classification by Evolutionary Fuzzy Rules and Support Vector Machines

Neutron-Gamma Classification by Evolutionary Fuzzy Rules and...

引用

IEEE International Conference on Systems, Man and Cybernetics

作者： Pavel Krömer Zdenek Matej Petr Musilek Václav Prenosil Frantiek Cvachovec Department of Computer Science VSB - Technical University of Ostrava Ostrava Czech Republic Faculty of Informatics Masaryk University Brno Czech Republic Department of Electrical and Computer Engineering University of Alberta Alberta Canada

ISBN: (纸本)9781479986989

Accurate and fast methods for neutron-gamma discrimination play an essential role in the development of digital scintillation detectors. Digital detectors allow the use of state-of-the-art data analysis, mining, and classification methods in place of traditional approaches based on analog technology such as the pulse rise-time and charge-comparison methods. This work compares the ability of evolutionary fuzzy rules and support vector machines to perform accurate neutron-gamma classification. The accuracy and performance of both investigated methods are evaluated on two real-world data sets.

关键词： Support vector machines Neutrons Photonics Gamma-rays Information retrieval Genetic programming Training

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：