A Stochastic Total Least Squares Solution of Adaptive Filtering Problem by Shazia Javed, Noor Atinah Ahmad

“…An efficient and computationally linear algorithm is derived for total least squares solution of adaptive filtering problem, when both input and output signals are contaminated by noise. …”
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State update algorithm for associative elastic-plastic pressure-insensitive materials by incremental energy minimization by N.A. Nodargi, E. Artioli, F. Caselli, P. Bisegna

“…An efficient method for the computation of the latter, its gradient and its Hessian is provided, using Haigh-Westergaard stress invariants. …”
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Actor-critic algorithm with incremental dual natural policy gradient by Peng ZHANG, Quan LIU, Shan ZHONG, Jian-wei ZHAI, Wei-sheng QIAN

“…The existed algorithms for continuous action space failed to consider the way of selecting optimal action and utilizing the knowledge of the action space,so an efficient actor-critic algorithm was proposed by improving the natural gradient.The objective of the proposed algorithm was to maximize the expected return.Upper and the lower bounds of the action range were weighted to obtain the optimal action.The two bounds were approximated by linear function.Afterward,the problem of obtaining the optimal action was transferred to the learning of double policy parameter vectors.To speed the learning,the incremental Fisher information matrix and the eligibilities of both bounds were designed.At three reinforcement learning problems,compared with other representative methods with continuous action space,the simulation results show that the proposed algorithm has the advantages of rapid convergence rate and high convergence stability.…”
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A Parallel Adaptive Newton-Krylov-Schwarz Method for 3D Compressible Inviscid Flow Simulations by Marzio Sala, Pénélope Leyland, Angelo Casagrande

“…A scalable and efficient data structure for the αΨNKS procedure is presented. …”
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Power of quantum measurement in simulating unphysical operations by Xuanqiang Zhao, Lei Zhang, Benchi Zhao, Xin Wang

“…The manipulation of quantum states through linear maps beyond quantum operations has many important applications in various areas of quantum information processing. …”
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Optimizing Resource-Constrained Project Scheduling Problem considering the Reliability Function by Saeideh Naderi, Mohsen Vaez-Ghasemi, Farzad Movahedi Sobhani

“…The mentioned problem programming model is a mixed nonlinear mathematical model that uses the properties of an exponential function to become a linear programming model, exact optimization software is used to solve it in smaller dimensions, and a genetic algorithm is used to solve it in NP-hard dimensions. …”
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Overview of the key technology of photonic firewall at high speed by Shanguo HUANG, Xin LI, Ying TANG, Junfeng GUO

“…In order to maintain the security of optical network,it is urgent to research and deploy photonic firewall which can effectively process high-speed optical signals to replace existing electronic firewall which consumes high energy.After a brief review of the principle of photonic firewall,the pattern matching technology based on correlation operation and all-optical logic gates were summarized,and the matching systems was compared according to their advantages and disadvantages.Besides,the realization methods of all-optical logic gates were introduced.Finally,the next research direction and development trend of all-optical pattern matching were prospected:more efficient system structure or non-linear devices with faster response speed.The survey shows that photonic firewall based on all-optical pattern matching has a good application prospect in network security.…”
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Axial nonlinear field of a vibrating circular transducer by M.A. FODA

“…The results yield a computationally efficient model that can predict the spectral components as well as the temporal waveform. …”
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Hydrographic Nodality as Index for Predicting Fish Species Richness in West African Riverine Ecosystems by R. P. King, A. O. Ekwu, I. E. Ekpo

“… The objective of this paper is to present the hydrographic nodality (N) and fish species richness (FSR) to evaluate the N-FSR relationships for West African riverine ecosystems using six Predictive Expressions (the Linear Line, Power Curve, Exponential Curve, Logarithmic Curve, Parabola and Cubic Curves). …”
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Development of Experimental and Theoretical Study on Pulsating Heat Pipe by Tang Xin, Zhang Hua, Sha Lili, Ju Yonglin

“…Pulsating heat pipe (PHP), which is also called oscillating heat pipe (OHP), is a novel type of highly efficient heat transfer component. It is widely applied in many fields, including aerospace technology, cooling of electronic devices and energy-saving technology, etc. …”
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Construction of a Class of Sharp Löwner Majorants for a Set of Symmetric Matrices by Mauricio Fernández, Felix Fritzen

“…A special class of Löwner majorants is analyzed based on two specific matrix parametrizations: a two-parametric form and a four-parametric form, which arise in the context of so-called zeroth-order bounds of the effective linear behavior in the field of solid mechanics in engineering. …”
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Cubic Shaping of Lattice Constellations from Multi-Level Constructions from Codes by Perathorn Pooksombat, Wittawat Kositwattanarerk

“…Lattice codes play an important role in wireless communication and are closely related to linear codes. Multi-level constructions of complex lattices from codes are known to produce lattice codes with desirable parameters and efficient encoding and decoding of information bits. …”
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Hydrographic Nodality as Index for Predicting Fish Species Richness in West African Riverine Ecosystems by R. P. King, A. O. Ekwu, I. E. Ekpo

“… The objective of this paper is to present the hydrographic nodality (N) and fish species richness (FSR) to evaluate the N-FSR relationships for West African riverine ecosystems using six Predictive Expressions (the Linear Line, Power Curve, Exponential Curve, Logarithmic Curve, Parabola and Cubic Curves). …”
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Inefficiencies in the baseball labour market: An analysis of roster construction strategies of the Cleveland Guardians and the Tampa Bay Rays for 2022 MLB season. by Will Houslander

“…The correlation was found using Pearson’s correlation co-efficient, specifically looking for statistics with strong correlations with r-values > 0.6 or > -0.6. …”
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Policy conflict detection in software defined network by using deep learning by Chuanhuang LI, Cheng CHENG, Xiaoyong YUAN, Lijie CEN, Weiming WANG

“…In OpenFlow-based SDN(software defined network),applications can be deployed through dispatching the flow polices to the switches by the application orchestrator or controller.Policy conflict between multiple applications will affect the actual forwarding behavior and the security of the SDN.With the expansion of network scale of SDN and the increasement of application number,the number of flow entries will increase explosively.In this case,traditional algorithms of conflict detection will consume huge system resources in computing.An intelligent conflict detection approach based on deep learning was proposed which proved to be efficient in flow entries’ conflict detection.The experimental results show that the AUC (area under the curve) of the first level deep learning model can reach 97.04%,and the AUC of the second level model can reach 99.97%.Meanwhile,the time of conflict detection and the scale of the flow table have a linear growth relationship.…”
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Suppression model of energy sink-hole attack in WSN based on the unequal cluster radius and mobile cluster head by Wei-wei ZHOU, Bin YU

“…To overcome the problem that partial cluster heads were drastically exhausted by the energy sink-hole attack in wireless sensor network,a novel suppression model based on the optimal path of mobile cluster heads was proposed,which was shown to balance the energy consumption in each cluster head.With the adoption of unequal cluster radius and data traffic monitoring explicitly,the inhibition mechanism was modeled as multivariate linear equations.Furthermore,toroidal projection was adopted to calculate the Euclidean distance,based on which the initial energy of mobile cluster head was configured correspondingly.On this basis,an algorithm based on the minimum cluster lifetime and throughput threshold was provided to achieve the detection and suppression of energy sink-hole attack.The experimental results show that the developed algorithm can suppress energy sink-hole attack evidently and efficiently and is suitable to the resource constrained WSN.…”
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Succession planning for community-engaged leaders: culture, context and continuity in equity-oriented leadership by Terrenda White, Monica Obregon, Alison Fox Resnick, Caitlin Farrell

“…Succession planning is typically rooted in linear models of transition informed by supply-and-demand rationales about the available pool of leaders to fill positions and the efficient transfer of information to new leaders. …”
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Control of flexible link manipulators using nonlinear feedback by Mebaye Belete Mamo

“…Flexible-link manipulators enable lightweight and energy-efficient robotic systems, but their inherent vibrations pose significant challenges in attaining precise trajectory tracking. …”
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Property-Directed Inference of Relational Invariants by Dmitry A. Mordvinov

“…Property Directed Reachability (PDR) is an efficient and scalable approach to solving systems of symbolic constraints also known as Constrained Horn Clauses (CHC). …”
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Entanglement Witness for Indistinguishable Electrons Using Solid-State Spectroscopy by Tongtong Liu, Luogen Xu, Jiarui Liu, Yao Wang

“…We further derive bounds for its eigenvalues and demonstrate the linear scaling with fermionic entanglement depth, providing a reliable witness for entanglement. …”
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