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检索条件"主题词=Intelligent algorithm"

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Implementation of intelligent algorithm in Mathematical Modeling Teaching 1

引用

5th International Conference on Innovative Computing, IC 2022

作者： Li, Zhen Jiangxi Technical College of Manufacturing Jiangxi Nanchang330095 China

ISBN: (数字)9789811941320

ISBN: (纸本)9789811941313

Mathematical modeling is to refine the actual problems in the real world, abstract them into a mathematical model, find the solution of the model, verify the rationality of the model, and use the solution provided by the mathematical model to explain the real problems. This paper first introduces the common intelligent algorithms and expounds the classification of solving categories, and then explores the implementation of intelligent algorithms in mathematical modeling teaching from four aspects: the existing situation, the proposal of mathematical modeling teaching mode, the implementation methods and implementation results of intelligent algorithms in mathematical modeling teaching. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： intelligent algorithm Mathematical modeling teaching Modeling competition

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Decide by Information Enthalpy Based on intelligent algorithm

Decide by Information Enthalpy Based on Intelligent Algorith...

引用

International Forum on Information Technology and Applications (IFITA 2009)

作者： Guo Benjun Wang Peng Chen Dongdong Chen Gaoyun CUIT Software Engn Coll Chengdu 610225 Peoples R China

ISBN: (纸本)9780769536002

In this paper we make the analysis and research about information theory and thermodynamics which includes the second law of thermodynamics, information theory, and information entropy, while pointing out the interrelation between them and coming with a new physical quantity, the information enthalpy, to communicate thermostatic and information. Finally, we get the conclusion that the change of the information enthalpy equals to the consumed energy of intelligent algorithm. We use the physical quantity to judge the performance of the intelligent algorithm and draw the relevant conclusions of the assessment experiments, which expand the intelligent algorithms based on the researches of the energy characteristics on the algorithm. In addition, the essay achieves new targets and brand-new ways of the intelligent algorithm realization and judgment.

关键词： the second law of thermodynamics Boltzmann entropy information theory information entropy intelligent algorithm information enthalpy

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intelligent Evaluation Framework of English Composition Based on intelligent algorithm 4th

Intelligent Evaluation Framework of English Composition Base...

引用

4th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND)

作者： Wang, Lingling Jilin Int Studies Univ Changchun 130117 Jilin Peoples R China

ISBN: (纸本)9783031243516;9783031243523

The English composition intelligent evaluation system is a tool for automatic writing scoring using computer and natural language processing technology. At present, more and more practical English composition intelligent evaluation systems have been put into use, which can reduce a large number of teachers and evaluation agencies. Manual repetition of labor realizes the scale of composition correction. This paper aims to study the intelligent evaluation framework of English composition based on intelligent algorithm. This paper researches and integrates the features of word vector, paragraph vector, part-of-speech vector, and LDA. This paper researches and integrates the characteristics of word vector, paragraph vector, part-of-speech vector, and LDA, and uses the kNN semantic algorithm similar to the model to obtain the abstract tag label;The regression model of XGBoost calculates the evaluation scores of English compositions;and uses the summaries of 900 English students as samples to construct an intelligent composition evaluation system. Experiments show that the user satisfaction of the English composition intelligent evaluation framework constructed in this paper has reached 100%, and the mean square error is about 10, the error is small, which meets the needs of intelligent evaluation system.

关键词： intelligent algorithm English composition intelligent evaluation KNN algorithm

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The research of an improved intelligent algorithm to process network blocking and its simulation

The research of an improved intelligent algorithm to process...

引用

5th IEEE International Conference on Cognitive Informatics (ICCI 2006)

作者： Yang, Wenchuan Wang, Peng Gao, Chunyang Fan, Yanyang Luan, Huahua Beijing Univ Posts & Telecommun Beijing 100876 Peoples R China

ISBN: (纸本)9781424404759

This paper mainly focuses on the construction algorithm for ad hoc virtual backbone. The virtual backbone is approximated by minimum connected dominating set in unit-disk graphs. The approximation algorithms to compute network blocking are called CDS algorithms. There are various distributed CDS algorithms. We propose improved measures based on a cost-aware algorithm. The improved algorithm optimizes the generated CDS and is simulated in VxWorks. Also we calculate the blocking probabilities for the network model and the routing scheme is the least loaded routing. After this, we also consider the blocking probabilities in the circuit-switching networks.

关键词： intelligent algorithm network blocking CDS

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Kinematics Solving of Under-constrained Cable-driven Parallel Robots Based on intelligent algorithm 4

Kinematics Solving of Under-constrained Cable-driven Paralle...

引用

4th International Conference on Control and Robotics Engineering (ICCRE)

作者： Wu, Jun Wang, Xiaoguang Gao, Zhongxin Lin, Qi Xiamen Univ Dept Aircraft Xiamen Fujian Peoples R China

ISBN: (纸本)9781728115931

The under-constrained cable-driven parallel robots is a special kind of robot that uses cables instead of traditional rigid links to control the end effector, and its typical character is that the number of cables is less than the number of freedoms. Both the geometric and static equilibrium equations of the under-constrained mechanism are coupled to each other, which brings great difficulties to solve the kinematics problems. In this paper, an improved particle swarm intelligence algorithm is proposed. By introducing the simulated annealing idea and the adaptive weight factor, the positive kinematics and inverse kinematics problems of the under-constrained cable-driven parallel robots are solved. Finally, under-constrained cable-driven parallel robots with three cables and four cables are taken as examples to carry out numerical simulation. The final results show that the intelligent algorithm is effective and feasible, and can provide theoretical guidance for the design of subsequent under-constrained parallel robots.

关键词： cable-driven parallel robots under-constrained kinematics particle swarm intelligent algorithm

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An intelligent algorithm Based on Neural Network for Combinatorial Optimization Problems 7

An Intelligent Algorithm Based on Neural Network for Combina...

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7th International Conference on Biomedical Engineering and Informatics (BMEI)

作者： Zhang, Cui Li, Qiang Wang, Ronglong Liaoning Inst Sci & Technol Dept Autocontrol Benxi Peoples R China Benxi Urban Planning & Design Inst Benxi Peoples R China Univ Fukui Fac Engn Fukui 910 Japan

In this paper, we construct a Hopfield-type neural network to solve combinatorial optimization problems which is very important to medicine and biology. We applied the neural network to the four-coloring map problems ... 详细信息

ISBN: (纸本)9781479958382

关键词： intelligent algorithm binary neuron model Combinatorial optimization problems Four-coloring map problems

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Exploration of Agenda Setting for Short Video News Dissemination under intelligent algorithm

Exploration of Agenda Setting for Short Video News Dissemina...

引用

2023 IEEE Global Conference on Information Technologies and Communications, GCITC 2023

作者： Chen, Xi Inner Mongolia University Hohhot010021 China

ISBN: (纸本)9798350308167

Agenda setting plays an important role in short video news dissemination, but there is a problem of poor communication effect. Traditional algorithms cannot solve the problem of setting the agenda of short video news communication, and the video dissemination effect is poor. Therefore, this paper proposes an intelligent algorithm to study the agenda setting of short video news communication. Firstly, the short video news is analyzed through data analysis, and the indicators are divided according to the requirements of agenda setting to reduce the influencing factors of agenda setting. Secondly, the agenda setting scheme is formed through intelligent algorithms, and the agenda setting scheme is comprehensively analyzed. The simulation results show that under the same verification criteria, the algorithm proposed in this paper can set the theory of mass media agenda and provide feasible ideas for short video news dissemination. © 2023 IEEE.

关键词： Agenda setting intelligent algorithm news dissemination short videos

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Destination Recommendation and Personalized Trip Planning Based on intelligent algorithm and Big Data Analysis

Destination Recommendation and Personalized Trip Planning Ba...

引用

International Conference on Smart Applications and Sustainability in the Artificial Intelligence of Things, SAS-AIoT 2024

作者： Li, Chunyu Department of Tourism Management and Service Education School of Economics and Management Aba Teachers University Sichuan Wenchuan China

ISBN: (纸本)9783031782756

The tourism industry has promoted research on destination recommendation and personalized trip planning based on intelligent algorithms and big data analysis, the research aims to use intelligent algorithms and big data analysis technology to provide tourists with accurate, personalized and diversified travel recommendation and trip planning services. In this study, intelligent algorithm and big data analysis technology are used to build a tourism destination recommendation and personalized trip planning system by combining travel-related data and user behavior data. By analyzing users’ historical behaviors, interests, preferences and travel needs, the system uses intelligent algorithms and big data analysis technology to generate personalized recommendation results and trip planning. Experiments show that the recommended coverage rate of the proposed method is as high as 85% and as low as 75%, which can accurately understand users’ preferences and needs, and generate tourist destinations and itinerary planning related to users’ interests. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

关键词： Big Data Analysis intelligent algorithm Personalized Itinerary Planning Tourism Destination Recommendation

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Research on News Push Mechanism Based on intelligent algorithm 2

Research on News Push Mechanism Based on Intelligent Algorit...

引用

2nd International Symposium on Artificial Intelligence and its Application on Media, ISAIAM 2022

作者： Meng, Lingjun College of Humanities Shandong Management University Shandong Jinan250000 China

ISBN: (纸本)9781665485418

In order to build a reasonable news push mechanism through intelligent algorithm, relevant research will be carried out in this paper, mainly discussing the operation process of news push mechanism, and then introducing key technologies and intelligent algorithms in the construction of news push mechanism. Finally, practical research will be conducted to verify the effectiveness of the algorithm. Through the research of this paper, the intelligent algorithm can realize accurate news push and effectively develop news value. © 2022 IEEE.

关键词： intelligent algorithm News information Newsfeed mechanism

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Design and Implementation of intelligent algorithm Optimization Network Access Control Strategy in SDN Architecture 11th

Design and Implementation of Intelligent Algorithm Optimizat...

引用

11th International Conference on Applications and Techniques in Cyber Intelligence, ATCI 2023

作者： Luo, Jianbo Chengdu Neusoft University Sichuan Dujiangyan China

With the rapid progress of network technology, intelligence and virtualization have become the trend. People pay more and more attention to artificial intelligence, and the user behavior information analysis and reasoning function based on IPC and machine learning algorithm is widely used in computer applications. Traditional SDN algorithms may encounter performance bottlenecks when dealing with large-scale networks, resulting in the inability to continue to expand the network scale. This limits applications in complex network environments such as large enterprises or cloud data centers. Based on SDN architecture, this paper proposes a new intelligent optimized web crawler system, which covers user access control strategy. The research focuses on improving the IP address mapping capability, and verifies the characteristics of different node-level permissions with examples. The experimental results show that the resource utilization of the traditional algorithm is 75%, 80%, 70%, 85% and 78%, while the resource utilization of the SDN routing algorithm is above 79%, which is less than 10% higher than the traditional one. It can be seen that the intelligent algorithm shows a higher utilization of the five resources. © 2024 The Authors. Published by Elsevier B.V.

关键词： Control Strategy intelligent algorithm Network Access SDN Architecture

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