Multiobjective Multidepot Capacitated Arc Routing Optimization Based on Hybrid Algorithm by Liang Wu

“…The multidepot capacitated arc routing problem (CARP) is investigated with the hybrid optimization algorithm of the Dijkstra algorithm and genetic algorithm. …”
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Key frame extraction algorithm for surveillance videos using an evolutionary approach by Manjusha Rajan, Latha Parameswaran

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MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank by Fan Cheng, Wei Guo, Xingyi Zhang

“…To this end, in this paper, a multiobjective evolutionary algorithm, termed MOFSRank, is proposed for feature selection in learning to rank which consists of three components. …”
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Learning-Based Path Planning Algorithm in Ocean Currents for Multi-Glider by Wei Lan, Xiang Jin, Xin Chang, Tianlin Wang, Han Zhou

“…The algorithm architecture is compared and tested on two datasets, grid maps and ocean maps. …”
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Modeling and Analysis of Multifocus Picture Division Algorithm Based on Deep Learning by Hongxia You

“…As a complex machine learning algorithm, deep learning can extract object shape information and more complex and advanced information in images by using a deep learning model. …”
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A Strong Maneuvering Target-Tracking Filtering Based on Intelligent Algorithm by Jing Li, Xinru Liang, Shengzhi Yuan, Haiyan Li, Changsheng Gao

“…At the same time, the algorithm introduces a LSTM algorithm, which can compensate the error of tracking results based on model history information. …”
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Model for virtual corporations partner selection based on adaptive genetic algorithm by LI Jian1, JING Bo2, NIU Shao-zhang1, YANG Yi-xian1

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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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Personalized Music Recommendation Simulation Based on Improved Collaborative Filtering Algorithm by Hui Ning, Qian Li

“…Through theoretical proof and simulation experiments, the effectiveness of the MRAPP algorithm is demonstrated.…”
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A Performance Research on the Threshold-Based Decoding Algorithm in Cooperative Communications by Chenjie Huo, Shuxin Chen, Hengyang Zhang

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Optimization Design of Part Tolerance of RV Reducer based on Genetic Algorithm by Xie Xiongwei, Xu Honghai, Guan Tong

“…Based on the mathematical model between the part processing feature tolerance and cost， the minimum part processing cost is taken as the target， the allowable backlash(≤1′) and the assembly dimension chain are used as the constraints， and the genetic algorithm is used to optimize the key dimensional tolerances of the RV reducer cycloidal gear， pinwheel， crankshaft and other parts. …”
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Compressed Sensing Photoacoustic Imaging Based on Fast Alternating Direction Algorithm by Xueyan Liu, Dong Peng, Wei Guo, Xibo Ma, Xin Yang, Jie Tian

“…Results of the simulation demonstrated that the proposed algorithm could perform favorably in comparison to two recently introduced algorithms in computational efficiency and data fidelity. …”
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Discovering the backbone network with a novel designed ant colony algorithm by Fang LYU, Jun BAI, Junheng HUANG, Bailing WANG

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Integrated Design of Cellular Production System Using Branch and Bound Algorithm by Roohallah Ranjbar, Seyed Ahmad Shayannia, Mehdi Amir Miandargh, Mohammad Reza Lotfi

“…The results show the performance of the provided algorithm and approach in the design of cellular production systems.…”
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Improved QRD-M Detection Algorithm for Generalized Spatial Modulation Scheme by Xiaorong Jing, Mingyue Wang, Wei Zhou, Hongqing Liu

“…Simulation results show that the improved QRD-M detection algorithm provides similar performance to maximum likelihood (ML) with the reduced computational complexity compared to the original QRD-M algorithm, and the optimal value of parameter M of the improved QRD-M algorithm for detection of the GSM scheme is equal to modulation order plus one.…”
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A Boundary Construction Algorithm for a Complex Planar Point Set by Zhenxiu Liao, Guodong Shi

“…The effectiveness of the proposed algorithm is verified by experiments on the simulated point set and practical measured point set. …”
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Detection algorithm of electronic disguised voice based on convolutional neural network by Hongwei XU, Diqun YAN, Fan YANG, Rangding WANG, Chao JIN, Li XIANG

“…An electronic disguised voice detection algorithm based on the statistical features of MFCC and the convolution neural network was proposed.Firstly,the statistical features of MFCC were extracted and reconstructed as the input of convolution neural network.Considering the convolution kernel size,the number of convolution kernels and the pooling size,24 different network structures were evaluated in this work.Finally,the convolution neural network structure which could be effectively used for electronic disguised voice detection was determined.The experimental results show that the proposed algorithm can effectively detect the trace of electronic disguising.Meanwhile,the specific forgery operation of the electronic disguised voice can also be estimated.…”
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The algorithm for applying the process maturity model to improve business processes in organization by S. I. Artemyeva, G. S. Kublashvili, A. G. Zaitsev

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A Jigsaw-Based Sensor Placement Algorithm for Wireless Sensor Networks by Shih-Chang Huang, Hong-Yi Chang, Kun-Lin Wu

“…This paper proposes a Jigsaw-based sensor placement (JSP) algorithm for deploying sensors deterministically. …”
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SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm by Mohamed Baghdadi, Elmostafa Elwarraki, Naoual Mijlad, Imane Ait Ayad

“…An extraction and optimization studies of the IGBT model parameters using a stochastic algorithm implemented in Matlab are presented. The proposed method is based on the Genetic Algorithm (GA) to perfectly extract and optimize the model parameters using the mathematical model circuit equations and the provided datasheet characteristics. …”
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