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International Conference on Applied Mathematics & computer science

作者： Choon Sen Seah Shahreen Kasim Mohd Farhan Md Fudzee Mohd Saberi Mohamad Rd Rohmat Saedudin Deden Witarsyah Rohayanti Hassan Mohd Arfian Ismail Rodziah Atan Soft Computing and Data Mining Centre Faculty of Computer Sciences and Information Technology Universiti Tun Hussein Onn Malaysia Faculty of Creative Technology and Heritage Universiti Malaysia Kelantan School of Industrial Engineering Telkom University Laboratory of Biodiversity and Bioinformatics Universiti Teknologi Malaysia Faculty of Computer Systems and Software Engineering Universiti Malaysia Pahang Department of Software Engineering & Information System Faculty of Computer Science and Information Technology University Putra Malaysia (UPM)

ISBN: (数字)9781728132587

ISBN: (纸本)9781728132594

The relationship between the weight of a single genes and the connection between the genes had been studied. Chemistry and physical sciences have proved the attraction between molecules. Molecules are attracted to each other by bond. This paper is presented to disclose the relationship between weight and connectivity of nodes with biased random walk. An equation of biased random walk which named as significant directed random walk is formed to enhance the connectivity of nodes in directed graph via weigh. To be completely biased to the random walk, references data is implement as directed graph. Weight of genes will be used as one of the parameter in the formula. While the adjacency matrix is further enhanced by Warshall's algorithm to increases the accessibility of nodes via vector. The evolution of random walk is disclosed in this paper as well. Significant directed random walk will be used to prove the importance of weight in this paper. Comparison of the result between biased random walk is presented to prove the enhancement of random walk.

关键词： Biased random walk Cancer classification Gene expression dataset Random walk cancer classification Biased Ganglia one-parameter Mentoring Physical science

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The BlackGEM telescope array I: Overview

arXiv

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arXiv 2024年

作者： Groot, Paul J. Bloemen, S. Vreeswijk, P.M. van Roestel, J.C.J. Jonker, P.G. Nelemans, G. Klein-Wolt, M. Lepoole, R. Pieterse, D.L.A. Rodenhuis, M. Boland, W. Haverkorn, M. Aerts, C. Bakker, R. Balster, H. Bekema, M. Dijkstra, E. Dolron, P. Elswijk, E. van Elteren, A. Engels, A. Fokker, M. de Haan, M. Hahn, F. ter Horst, R. Lesman, D. Kragt, J. Morren, J. Nillissen, H. Pessemier, W. Raskin, G. de Rijke, A. Scheers, L.H.A. Schuil, M. Timmer, S.T. Amaral, L. Antunes Arancibia-Rojas, E. Arcavi, I. Blagorodnova, N. Biswas, S. Breton, R.P. Dawson, H. Dayal, P. De Wet, S. Duffy, C. Faris, S. Fausnaugh, M. Gal-Yam, A. Geier, S. Horesh, A. Johnston, C. Katusiime, G. Kelley, C. Kosakowski, A. Kupfer, T. Leloudas, G. Levan, A. Modiano, D. Mogawana, O. Munday, J. Paice, J.A. Patat, F. Pelisoli, I. Ramsay, G. Ranaivomanana, P.T. Ruiz-Carmona, R. Schaffenroth, V. Scaringi, S. Stoppa, F. Street, R. Tranin, H. Uzundag, M. Valenti, S. Veresvarska, M. Vucković, M. Wichern, H.C.I. Wijers, R.A.M.J. Wijnands, R.A.D. Zimmerman, E. Department of Astrophysics IMAPP Radboud University P.O. Box 9010 Nijmegen6500 GL Netherlands Department of Astronomy University of Cape Town Private Bag X3 Rondebosch7701 South Africa South African Astronomical Observatory P.O. Box 9 Observatory7935 South Africa The Inter-University Institute for Data Intensive Astronomy University of Cape Town Private Bag X3 Rondebosch7701 South Africa Anton Pannekoek Institute for Astronomy University of Amsterdam P.O. Box 94249 Amsterdam1090 GE Netherlands Instituut voor Sterrenkunde KU Leuven Celestijnenlaan 200D Leuven3001 Belgium SRON Netherlands Institute for Space Research Niels Bohrweg 4 Leiden2333 CA Netherlands Leiden Observatory Leiden University P.O. Box 9513 LeidenNL-2300 RA Netherlands NOVA Netherlands Research School for Astronomy P.O. Box 9513 LeidenNL-2300 RA Netherlands Max Planck Institute for Astronomy Königstuhl 17 Heidelberg69117 Germany TechnoCenter Faculty of Science Radboud University P.O. Box 9010 Nijmegen6500 GL Netherlands Center for Mathematics and Computer Science CWI P.O. Box 94079 Amsterdam1090 GB Netherlands Instituto de Física y Astronomía Universidad de Valparaíso Gran Bretaña 1111 Playa Ancha Valparaíso2360102 Chile School of Physics and Astronomy Tel Aviv University Tel Aviv69978 Israel Barcelona Spain Barcelona Spain Barcelona Spain Department of Physics and Astronomy The University of Manchester Oxford Road ManchesterM13 9PL United Kingdom Institut für Physik und Astronomie Universität Potsdam Haus 28 Karl-Liebknecht-Str. 24/25 Potsdam-GolmD-14476 Germany Kapteyn Astronomical Institute University of Groningen PO Box 800 Groningen9700 AV Netherlands Armagh Observatory & Planetarium College Hill Northern Ireland ArmaghBT61 9DG United Kingdom Department of Physics & Astronomy Texas Tech University Box 41051 LubbockTX79409-1051 United States Department of Particle Physics and Astrophysics Weizmann Institute of Science 234 Herzl St. Reho

The main science aim of the BlackGEM array is to detect optical counterparts to gravitational wave mergers. Additionally, the array will perform a set of synoptic surveys to detect Local Universe transients and short timescale variability in stars and binaries, as well as a six-filter all-sky survey down to ∼22nd mag. The BlackGEM Phase-I array consists of three optical wide-field unit telescopes. Each unit uses an f/5.5 modified Dall-Kirkham (Harmer-Wynne) design with a triplet corrector lens, and a 65 cm primary mirror, coupled with a 110Mpix CCD detector, that provides an instantaneous field-of-view of 2.7 square degrees, sampled at 0.564′′/pixel. The total field-of-view for the array is 8.2 square degrees. Each telescope is equipped with a six-slot filter wheel containing an optimised Sloan set (BG-u, BG-g, BG-r, BG-i, BG-z) and a wider-band 440-720 nm (BG-q) filter. Each unit telescope is independent from the others. Cloud-based data processing is done in real time, and includes a transient-detection routine as well as a full-source optimal-photometry module. BlackGEM has been installed at the ESO La Silla observatory as of October 2019. After a prolonged COVID-19 hiatus, science operations started on April 1, 2023 and will run for five years. Aside from its core scientific program, BlackGEM will give rise to a multitude of additional science cases in multi-color time-domain astronomy, to the benefit of a variety of topics in astrophysics, such as infant supernovae, luminous red novae, asteroseismology of post-main-sequence objects, (ultracompact) binary stars, and the relation between gravitational wave counterparts and other classes of transients. © 2024, CC BY.

关键词： Supernovae

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Improving Point-based AIS Trajectory Classification with Partition-wise Gated Recurrent Units

Improving Point-based AIS Trajectory Classification with Par...

引用

International Joint Conference on Neural Networks

作者： Xiang Jiang Xuan Liu Erico N de Souza Baifan Hu Daniel L. Silver Stan Matwin Institute for Big Data Analytics Faculty of Computer Science Dalhousie University Jodrey School of Computer Science Acadia University

ISBN: (纸本)9781509061839

We present Partition-wise Gated Recurrent Units (pGRUs) for point-based trajectory classification to detect real-world trawler fishing activities in the ocean. We propose partition-wise activation functions integrated with Gated Recurrent Units that partitions each feature and uses independent parameters to model distinct regions of the feature space. This approach enables us to leverage the benefits of deep learning on a low-dimensional and heterogeneous feature space by mapping the low-dimensional features into another space that can be better separated with piece-wise learnable parameters. We show that the proposed partition-wise activation functions can approximate a wide array of functions, including conventional activations such as sigmoid and hyperbolic tangent. Our experimental results demonstrate that pGRU learns the probability distribution from data and achieves substantial improvements over the state-of-the-art systems on the task of trawler fishing activity detection.

关键词： Eigenvector GATING hyperbolic tangent Probability distribution Activating function Trawlers trajectory Sigmoid Colon ACCEPTABLE INTAKE FOR SUBCHRONIC EXPOSURE oceans Taxonomy

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Study of b-hadron decays to Λ+c h-h′- final states

arXiv

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arXiv 2024年

作者： Aaij, R. Abellán Beteta, C. Ackernley, T. Adeva, B. Adinolfi, M. Afsharnia, H. Aidala, C.A. Aiola, S. Ajaltouni, Z. Akar, S. Albrecht, J. Alessio, F. Alexander, M. Alfonso Albero, A. Aliouche, Z. Alkhazov, G. Alvarez Cartelle, P. Amato, S. Amhis, Y. An, L. Anderlini, L. Andreianov, A. Andreotti, M. Archilli, F. Artamonov, A. Artuso, M. Arzymatov, K. Aslanides, E. Atzeni, M. Audurier, B. Bachmann, S. Bachmayer, M. Back, J.J. Baker, S. Baladron Rodriguez, P. Balagura, V. Baldini, W. Baptista Leite, J. Barlow, R.J. Barsuk, S. Barter, W. Bartolini, M. Baryshnikov, F. Basels, J.M. Bassi, G. Batsukh, B. Battig, A. Bay, A. Becker, M. Bedeschi, F. Bediaga, I. Beiter, A. Belavin, V. Belin, S. Bellee, V. Belous, K. Belov, I. Belyaev, I. Bencivenni, G. Ben-Haim, E. Berezhnoy, A. Bernet, R. Berninghoff, D. Bernstein, H.C. Bertella, C. Bertolin, A. Betancourt, C. Betti, F. Bezshyiko, Ia. Bhasin, S. Bhom, J. Bian, L. Bieker, M.S. Bifani, S. Billoir, P. Birch, M. Bishop, F.C.R. Bitadze, A. Bizzeti, A. Bjørn, M. Blago, M.P. Blake, T. Blanc, F. Blusk, S. Bobulska, D. Boelhauve, J.A. Boente Garcia, O. Boettcher, T. Boldyrev, A. Bondar, A. Bondar, N. Borghi, S. Borisyak, M. Borsato, M. Borsuk, J.T. Bouchiba, S.A. Bowcock, T.J.V. Boyer, A. Bozzi, C. Bradley, M.J. Braun, S. Brea Rodriguez, A. Brodski, M. Brodzicka, J. Brossa Gonzalo, A. Brundu, D. Buonaura, A. Burr, C. Bursche, A. Butkevich, A. Butter, J.S. Buytaert, J. Byczynski, W. Cadeddu, S. Cai, H. Calabrese, R. Calefice, L. Calero Diaz, L. Cali, S. Calladine, R. Calvi, M. Calvo Gomez, M. Camargo Magalhaes, P. Camboni, A. Campana, P. Campoverde Quezada, A.F. Capelli, S. Capriotti, L. Carbone, A. Carboni, G. Cardinale, R. Cardini, A. Carli, I. Carniti, P. Carus, L. Carvalho Akiba, K. Casais Vidal, A. Casse, G. Cattaneo, M. Cavallero, G. Celani, S. Cerasoli, J. Chadwick, A.J. Chapman, M.G. Charles, M. Charpentier, Ph. Chatzikonstantinidis, G. Chavez Barajas, C.A. Chefdeville, M. Chen, C. Rio de Janeiro Brazil Rio de Janeiro Brazil Center for High Energy Physics Tsinghua University Beijing China Beijing China School of Physics State Key Laboratory of Nuclear Physics and Technology Peking University Beijing China University of Chinese Academy of Sciences Beijing China Institute of Particle Physics Central China Normal University Hubei Wuhan China Univ. Savoie Mont Blanc CNRS IN2P3-LAPP Annecy France Université Clermont Auvergne CNRS/IN2P3 LPC Clermont-Ferrand France Aix Marseille Univ CNRS/IN2P3 CPPM Marseille France Université Paris-Saclay CNRS/IN2P3 IJCLab Orsay France Laboratoire Leprince-Ringuet CNRS/IN2P3 Ecole Polytechnique Institut Polytechnique de Paris Palaiseau France LPNHE Sorbonne Université Paris Diderot Sorbonne Paris Cité CNRS/IN2P3 Paris France I. Physikalisches Institut RWTH Aachen University Aachen Germany Fakultät Physik Technische Universität Dortmund Dortmund Germany Heidelberg Germany Physikalisches Institut Ruprecht-Karls-Universität Heidelberg Heidelberg Germany School of Physics University College Dublin Dublin Ireland INFN Sezione di Bari Bari Italy INFN Sezione di Bologna Bologna Italy INFN Sezione di Ferrara Ferrara Italy INFN Sezione di Firenze Firenze Italy INFN Laboratori Nazionali di Frascati Frascati Italy INFN Sezione di Genova Genova Italy INFN Sezione di Milano Milano Italy INFN Sezione di Milano-Bicocca Milano Italy INFN Sezione di Cagliari Monserrato Italy Universita degli Studi di Padova Universita e INFN Padova Padova Italy INFN Sezione di Pisa Pisa Italy INFN Sezione di Roma La Sapienza Roma Italy INFN Sezione di Roma Tor Vergata Roma Italy Nikhef National Institute for Subatomic Physics Amsterdam Netherlands Nikhef National Institute for Subatomic Physics VU University Amsterdam Amsterdam Netherlands AGH - University of Science and Technology Faculty of Physics and Applied Computer Science Kraków Poland Henryk Niewodniczanski Institute of Nuclear Physics Polish

Decays of Ξb- and Ωb- baryons to Λ+c h-h′- final states, with h-h′- being π-π-, K-π- and K-K- meson pairs, are searched for using data collected with the LHCb detector. The data sample studied corresponds to an integrated luminosity of 8.7 fb-1 of pp collisions collected at centre-of-mass energies √s = 7, 8 and 13 TeV. The products of the relative branching fractions and fragmentation fractions for each signal mode, relative to the B- → Λ+c pπ- mode, are measured, with Ξb- → Λ+c K-π-, Ξb- → Λ+c K-K- and Ωb- → Λ+c K-K- decays being observed at over 5 σ significance. The Ξb- → Λ+c K-π- mode is also used to measure the Ξb- production asymmetry, which is found to be consistent with zero. In addition, the B- → Λ+c pK- decay is observed for the first time, and its branching fraction is measured relative to that of the B- → Λ+c pπ- mode. © 2024, CC BY.

关键词： Hadrons

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Observation of exotic J/ψ resonances in diffractive processes in proton-proton collisions

arXiv

引用

arXiv 2024年

The first study of J/ψ production in diffractive processes in proton-proton collisions is presented. The study is based on an LHCb dataset recorded at centreof-mass energy of 13 TeV, corresponding to an integrated luminosity of 5 fb-1. The data disfavour a nonresonant J/ψ production but are consistent with a resonant model including several resonant states observed previously only in B+ → J/ψK+ decays. The χc0(4500) state is observed with a significance over 5 σ and the χc1(4274) is confirmed with a significance of more than 4 σ. © 2024, CC BY.

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Simple Methods for Scanner Drift Normalization Validated for Automatic Segmentation of Knee Magnetic Resonance Imaging – with data from the Osteoarthritis Initiative

arXiv

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arXiv 2017年

作者： Dam, Erik B. Department of Computer Science University of Copenhagen - Data Science Lab Faculty of Natural Sciences University of Copenhagen

Scanner drift is a well-known magnetic resonance imaging (MRI) artifact characterized by gradual signal degradation and scan intensity changes over time. In addition, hardware and software updates may imply abrupt changes in signal. The combined effects are particularly challenging for automatic image analysis methods used in longitudinal studies. The implication is increased measurement variation and a risk of bias in the estimations (e.g. in the volume change for a structure). We proposed two quite different approaches for scanner drift normalization and demonstrated the performance for segmentation of knee MRI using the fully automatic KneeIQ framework. The validation included a total of 1975 scans from both high-field and low-field MRI. The results demonstrated that the pre-processing method denoted Atlas Affine Normalization significantly removed scanner drift effects and ensured that the cartilage volume change quantifications became consistent with manual expert scores. Copyright © 2017, The Authors. All rights reserved.

关键词： Magnetic resonance imaging

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Measurement of the CKM angle γ in B± → D K∗(892)± decays

arXiv

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arXiv 2024年

Measurements of CP observables and the CKM angle γ are performed in B± → DK∗(892)± decays, where D represents a superposition of D0 and D0 states, using the LHCb dataset collected during Run 1 (2011–2012) and Run 2 (2015–2018). A comprehensive study of this channel is presented with the D meson reconstructed in two-body final states K±π, K+K- and π+π-;four-body final states K±ππ±π and π+π-π+π-;and three-body final states KS0π+π- and KS0K+K-. This analysis includes the first observation of the suppressed B± → [π+K-]DK∗± and B± → [π+K-π+π-]DK∗± decays. The combined result gives γ = (63 ± 13)◦ © 2024, CC BY.

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External exposome and incident asthma across the life course in 14 European cohorts: a prospective analysis within the EXPANSE project

The Lancet Regional Health - Europe

引用

The Lancet Regional Health - Europe 2025年

作者： Yu, Zhebin Kress, Sara Blay, Natalia Gregor, Petr Kukk, Hanna-Maria Leskien, Miriam Majewska, Renata Oosterwegel, Max J. Szabó, Daniel ten Have, Margreet Klánová, Jana Mikeš, Ondřej Bergström, Anna Bussalleu, Alonso de Cid, Rafael Dalecka, Andrea Dadvand, Payam van Dorsselaer, Saskia Fischer, Krista de Hoogh, Kees Koppelman, Gerard H. Kronberg, Jaanika Metspalu, Andres Milani, Lili Esko, Tõnu Metspalu, Mait Lakerveld, Jeroen Ljungman, Petter Merid, Simon Kebede Macek, Pawel Manczuk, Marta Merritt, Anne-Sophie Pac, Agnieszka Palta, Priit Pershagen, Göran Peters, Annette Pikhart, Hynek Saucy, Apolline Schikowski, Tamara Shen, Youchen Standl, Marie Tonne, Cathryn Vermeulen, Roel Vlaanderen, Jelle Vonk, Judith M. Wolf, Kathrin Ek, Carl Henrik Gruzieva, Olena Gehring, Ulrike Melén, Erik Institute of Environmental Medicine Karolinska Institutet Stockholm Sweden IUF – Leibniz Research Institute for Environmental Medicine Düsseldorf Germany Genomes for Life-GCAT Lab CORE Program Germans Trias I Pujol Research Institute (IGTP) Badalona Spain Grup de Recerca en Impacte de Les Malalties Cròniques I Les Seves Trajectòries (GRIMTra) (IGTP) Badalona Spain RECETOX Faculty of Science Masaryk University Brno Czech Republic Institute of Genomics University of Tartu Estonia Institute of Mathematics and Statistics University of Tartu Estonia Institute of Epidemiology Helmholtz Zentrum München - German Research Center for Environmental Health Neuherberg Germany Institute for Medical Information Processing Biometry and Epidemiology Medical Faculty Ludwig-Maximilians-Universität München Munich Germany Chair of Epidemiology and Preventive Medicine Jagiellonian University Medical College Kraków Poland Institute for Risk Assessment Sciences Utrecht University Utrecht Netherlands Netherlands Institute of Mental Health and Addiction Utrecht Netherlands Centre for Occupational and Environmental Medicine Region Stockholm Stockholm Sweden Swiss Tropical and Public Health Institute Allschwil Switzerland University of Basel Basel Switzerland ISGlobal Barcelona Spain Universitat Pompeu Fabra (UPF) Barcelona Spain CIBER Epidemiología y Salud Pública Spain University of Groningen University Medical Center Groningen Beatrix Children's Hospital Department of Pediatric Pulmonology and Pediatric Allergology Groningen Netherlands University of Groningen University Medical Center Groningen Groningen Research Institute for Asthma and COPD (GRIAC) Groningen Netherlands Department of Epidemiology and Data Science Amsterdam UMC Location Vrije Universiteit Amsterdam Amsterdam Netherlands Department of Cardiology Danderyd Hospital Stockholm Sweden Department of Clinical Sciences and Education Södersjukhuset Karolinska Institutet Stockholm Sweden Collegium Medicum Jan Koc

Background: The joint impact of exposure to multiple urban environmental factors on asthma remains unclear. Methods: We analysed data from 14 European cohorts to assess the impact of the urban exposome on asthma incidence across the life course. We linked three external exposome domains (air pollution, built environment, ambient temperature) to the participants’ home addresses at baseline. We performed k-means clustering within each domain and assessed associations of clusters with asthma adjusting for potentially relevant covariates in cohort-specific analyses, with subsequent separate meta-analyses for birth and adult cohorts. An environmental risk score using a coefficient-weighted sum approach was used to assess the impact of combining the three domains. Findings: A total of 7428 incident asthma cases were identified among 349,037 participants (from birth up to age 70+). Overall, we observed higher risks of asthma for clusters characterized by high particulate matter and nitrogen dioxide exposure in adults (OR_meta = 1.13, 95%CI:1.01–1.25), and clusters characterized by high built-up area and low levels of greenness in both children and adults (OR_meta = 1.36, 95%CI: 1.14–1.64 for birth cohorts and OR_meta = 1.15, 95%CI: 1.03–1.28 for adult cohorts, respectively). The joint exposure using the environment risk score combining the three domains was consistently associated with higher risks of incident asthma (OR_meta = 1.13, 95%CI: 1.07–1.20 for birth cohorts, OR_meta = 1.15, 95%CI: 1.10–1.20 for adult cohorts per 20% increase). On average 11.6% of the incident asthma cases could be attributed to environmental risk score above cohort-specific median levels. Interpretation: Multiple environmental exposures jointly contribute to incident asthma risk across the life course. Urban planning accounting for these factors may help mitigate asthma development. Funding: This study was funded by the European Union's Horizon 2

关键词： Asthma Cohort Exposome Life course

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"Hello Barbie" - Hacker Toys in a World of Linked Devices

"Hello Barbie" - Hacker Toys in a World of Linked Devices

引用

Broadband Coverage in Germany;11. ITG-Symposium

作者： Tim Lackorzynski Stefan Koepsell Technische Universitat Dresden Faculty of Computer Science Chair for Privacy and Data Security

ISBN: (纸本)9783800743971

Internet of Things (IoT), Smart Grid, Industry 4.0 are all examples for concepts that have the intent to massively interconnect huge amounts of small embedded systems. The promised benefit is enormous, just as the risks from an IT-security standpoint, particularly because the considered devices are cheaply designed consumer products with only its functionality in mind. In this paper, first the current situation concerning security and privacy is described after which possible strategies on how to improve the situation are suggested.

关键词： computer Hackers consumer products Playthings Privacy Mind Internet of things

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Random asynchronous iterations in distributed coordination algorithms

arXiv

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arXiv 2018年

作者： Chen, Yao Xia, Weiguo Cao, Ming Lü, Jinhu Department of Computer Science Southwestern University of Finance and Economics Chengdu611130 China School of Control Science and Engineering Dalian University of Technology Dalian116024 China Faculty of Science and Engineering ENTEG University of Groningen Groningen9747 AG Netherlands School of Automation Science and Electrical Engineering State Key Laboratory of Software Development Environment Beijing Advanced Innovation Center for Big Data and Brain Computing Beihang University Beijing100191 China Academy of Mathematics and Systems Science Chinese Academy of Sciences Beijing100190 China

Distributed coordination algorithms (DCA) carry out information processing processes among a group of networked agents without centralized information fusion. Though it is well known that DCA characterized by an SIA (stochastic, indecomposable, aperiodic) matrix generate consensus asymptotically via synchronous iterations, the dynamics of DCA with asynchronous iterations have not been studied extensively, especially when viewed as stochastic processes. This paper aims to show that for any given irreducible stochastic matrix, even non-SIA, the corresponding DCA lead to consensus successfully via random asynchronous iterations under a wide range of conditions on the transition probability. Particularly, the transition probability is neither required to be independent and identically distributed, nor characterized by a Markov chain. Copyright © 2018, The Authors. All rights reserved.

关键词： Stochastic systems

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