Quantum-data-driven dynamical transition in quantum learning by Bingzhi Zhang, Junyu Liu, Liang Jiang, Quntao Zhuang

“…Our findings provide guidance on constructing the cost function to accelerate convergence in QNN training.…”
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A Hybrid Algorithm Based Static Model Updating Method and Its Application to Spacecraft by Jutao Wang, Zhenzhong Liu, Xiaofei Wang

“…The re-entry module is taken as the case study, whose thermal deformation is used to construct the objective function for optimization, and precise results are achieved. …”
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Outpatient Appointment Scheduling with Variable Interappointment Times by Song Foh Chew

“…This paper seeks to develop a methodology for constructing effective outpatient appointment scheduling systems. …”
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Research on bearing fault diagnosis of reciprocating compressors based on GMDE and MFO-MKELM algorithms by LI Yanyang, WANG Jindong, NING Liuyang, MA Lei

“…A generalized multiscale entropy algorithm spread, application of the reciprocating compressor vibration signals of bearing clearance for fault feature extraction was proposed; then, the polynomial kernel function and the improved Gaussian kernel function were linearly combined to construct the multiple kernel extreme learning machine intelligent recognition algorithm, and the fault diagnosis research was carried out on the extracted feature vector set.ResultsSimulation results show that the recognition accuracy of the fault diagnosis method is as high as 98.6%, which effectively realizes the intelligent diagnosis of different types of bearing faults.…”
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d-Posterior approach in regression by A.A. Zaikin

“…For the quadratic loss function, estimates with uniformly minimal d-risks have been constructed. …”
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Immigration, Religion, and Gender in the Lives and Work of Selma Stern, Hannah Arendt, and Toni Oelsner by Julie L. Mell

“…In these works, the concepts of the Court Jew and the Jewish economic function loom large. This article will focus on how each constructed, transformed, or critiqued the Jewish economic function within the context of their larger intellectual trajectory and their biographies. …”
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Matrix Theory, AdS/CFT, and Gauge/Gravity Correspondence by Shan Hu, Dimitri Nanopoulos

“…With N→∞  being fixed, R→∞, the free energy of the Matrix theory on a supergravity background F is a functional of F, W=W(R,F). We try to relate this functional with Seff(R,F), the effective action of F, where F is translation invariant along x-. …”
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Routing algorithm for railway monitoring linear WSN based on improved PSO by Cuiran LI, Xuejie WANG, Jianli XIE, Anqi LYU

“…To solve the problems of short network lifetime and large data transmission delay, caused by unbalanced node energy consumption of linear wireless sensor network in railway monitoring scenario, a routing algorithm based on particle swarm optimization theory and breadth first search was proposed.The fitness function was constructed based on the relative energy consumption, spacing and load of candidate cluster heads.The local search ability of particle swarm algorithm was enhanced by adjusting the inertia weight coefficient to set up the cluster head optimal set.Meanwhile, a path cost function driven by energy consumption and delay was built up, and the optimal main path from the source node to the sink node was obtained by breadth first search.Lastly, a Q-learning alternative path updating and route maintenance mechanism based on discrete Markov decision process (MDP) was designed.Simulation results show that the proposed algorithm can balance the node energy consumption effectively, and has also advantages in prolonging the network lifetime and reducing the data transmission delay.…”
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Signal Transition Graphs for Asynchronous Data Path Circuits by Alex Kushnerov, Sergey Bystrov

“…As an example, we consider a module realizing the function AND2. This module can either wait for both 1s or evaluate the function as soon as at least one 0 arrives. …”
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PileBetaGR: An R-based integrative tool for predicting the geometric reliability index of piles using load-displacement curves by Xing Zheng Wu

“…The application compiles a series of functions for analyzing load-displacement data: (i) a power law regression is used to fit each load-displacement curve, yielding a set of regression parameters for the site; (ii) a normal copula model is established to fit the joint distribution of these regression variables, allowing a geometric reliability index to be computed; (iii) the critical environmental contour is determined based on the joint probability density function and the limit state function. …”
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Social Cognitive Optimization Algorithm for Approximate Path Generation Synthesis of Spherical 4R Linkage by Che Linxian, Huang Yonggang, Du Li

“…Combining the self-adaptive penalty function method，this study employs the social cognitive optimization (SCO) algorithm to solve the aforementioned problem. …”
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A mathematical model for the determination of speech signal parameters with the aid of instant memory by Zbigniew Marcin WÓJCIK

“…A formal description of the system by means of characteristic functions of the features allows direct design and construct of the system by means of generally available integrated circuits.…”
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Nighttime foggy image generation algorithm based on semi-analytic model by GUO Fan, LIU Wentao, YANG Jianan, TANG Jin

“…Finally, the atmospheric modulation function and the point spread function were used to further simulate the halo effect of the artificial light source, and the final generation effect can be obtained. …”
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Codepoietic Generation of Meaningful Information in the Evolving Biosphere by Abir U. Igamberdiev

“…Through this expansion, any evolutionary change obtains functional value when it receives an interpretation through which it gives rise to a meaningful function. …”
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Fault-Tolerant Control for Carrier-Based Aircraft Automatic Landing Subject to Multiple Disturbances and Actuator Faults by Qilong Wu, Qidan Zhu

“…RBFNN adjusts the ADRC controller parameters based on the system state. Then, the Lyapunov function is constructed to prove the stability of the closed-loop system. …”
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A Modification of the Moving Least-Squares Approximation in the Element-Free Galerkin Method by Yang Cao, Jun-Liang Dong, Lin-Quan Yao

“…It is shown that the EFG method with present technique is very effective in constructing shape functions. Numerical examples are illustrated to show the efficiency and accuracy of the proposed method. …”
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Analysis on the Root Crack Propagation Path and Its Influencing Factor of Spur Gear by Qikun Liu, Shengli Wu, Zhi Li, Xiaochun Jian

“…For this，by using complex function method，the Westergaard stress function is constructed to analyze the complex stress field at the crack tip，and the critical condition of crack growth is determined according to the maximum circumferential tensile stress intensity factor theory. …”
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THE INTERACTION OF FLOODS WITH TRANSPORT INFRASTRUCTURE by Ivan Vaníček, Jiří Vaníček

“…These principles are intended to guarantee proper functioning of communication even in nonstandard situations such as natural hazards, most typically floods. …”
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Dokument a fabuła – refleksje, doświadczenia i metody pracy autora zdjęć filmowych by Wojciech Staroń

“… As the very title of Wojciech Staroń, a cinematographer and film director’s text “Documentary versusfiction – reflections, experiences and work methods of a director of photography” indicates, it is an attempt to analyse his own artistic achievements combined with a theoretical reflection on universal and fundamental issues such as understanding the truth in film, in reference to the distinction between the genres of fiction and documentary, or mentioned towards the end of the text, an issue of constructing a film protagonist and film narration in which the protagonist functions and is immersed. …”
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Characteristics and health conditions of the linden trees (Tilia sp.) In the avenue layout of Nałęczowska street in Lublin by Joanna Renda, Ewa Mackoś-Iwaszko

“…Nowadays, they are frequently regarded as inconvenient formations, which exert a negative impact on traffic and impede road construction. However, it is is worth bearing in mind that avenues play a number of crucial functions in terms of climate, ecology and aesthetics, and as such they deserve particular care. …”
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