Suchergebnisse - tutorial for swarm intelligence algorithms

Swarm Intelligence Algorithms: A Tutorial von Slowik, Adam

“… Swarm intelligence algorithms are a form of nature-based optimization algorithms …”
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Swarm Intelligence Algorithms: Modifications and Applications von Slowik, Adam

“… This chapter presents a nature-inspired ant colony optimization (ACO) technique, along with its modified variants. The improved versions of this optimization …”
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Swarm intelligence algorithms : a tutorial von Slowik, Adam

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Swarm Intelligence Algorithms von Slowik, Adam

“… This book can provide the basics for understanding how swarm intelligence algorithms work, and aid readers in programming these algorithms to solve various computational problems …”
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A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms von Derrac, Joaquín, García, Salvador, Molina, Daniel, Herrera, Francisco

“… The interest in nonparametric statistical analysis has grown recently in the field of computational intelligence …”
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Swarm Intelligence Algorithms: A Tutorial von Singh, Pushpendra, Meena, Nand K., Yang, Jin, Slowik, Adam

“… The chapter presents one of the well-known nature-inspired optimization method named as ant colony optimization (ACO). The method is inspired from the foraging …”
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Particle swarm optimization (PSO). A tutorial von Marini, Federico, Walczak, Beata

“… Swarm-based algorithms emerged as a powerful family of optimization techniques, inspired by the collective behavior of social animals …”
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Computational Intelligence Algorithms for UAV Swarm Networking and Collaboration: A Comprehensive Survey and Future Directions von Cao, Pan, Lei, Lei, Cai, Shengsuo, Shen, Gaoqing, Liu, Xiaojiao, Wang, Xinyi, Zhang, Lijuan, Zhou, Liang, Guizani, Mohsen

“… Traditional algorithms have challenging issues of high computational complexity and low efficiency in UAV swarm networking and collaboration, while computational intelligence (CI …”
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A tutorial on multiobjective optimization: fundamentals and evolutionary methods von Emmerich, Michael T. M., Deutz, André H.

“… The idea of using a population of search agents that collectively approximate the Pareto front resonates well with processes in natural evolution, immune systems, and swarm intelligence …”
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General Type-2 Fuzzy Logic Systems Made Simple: A Tutorial von Mendel, Jerry M.

“… The purpose of this tutorial paper is to make general type-2 fuzzy logic systems (GT2 FLSs …”
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Underwater Optical Wireless Communications in Swarm Robotics: A Tutorial von Hoeher, Peter Adam, Sticklus, Jan, Harlakin, Andrej

“… Underwater swarm robotics is an emerging topic. Compared to individual autonomous vehicles, high-capacity communication links are required between the mobile agents …”
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A practical tutorial on solving optimization problems via PlatEMO von Tian, Ye, Zhu, Weijian, Zhang, Xingyi, Jin, Yaochu

“… , which provides a variety of metaheuristics including evolutionary algorithms, swarm intelligence algorithms, multi …”
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A Review of Artificial Intelligence (AI) in Education from 2010 to 2020 von Zhai, Xuesong, Chu, Xiaoyan, Chai, Ching Sing, Jong, Morris Siu Yung, Istenic, Andreja, Spector, Michael, Liu, Jia-Bao, Yuan, Jing, Li, Yan

“… This study provided a content analysis of studies aiming to disclose how artificial intelligence (AI …”
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A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems von Osaba, Eneko, Villar-Rodriguez, Esther, Del Ser, Javier, Nebro, Antonio J., Molina, Daniel, LaTorre, Antonio, Suganthan, Ponnuthurai N., Coello Coello, Carlos A., Herrera, Francisco

“… In the last few years, the formulation of real-world optimization problems and their efficient solution via metaheuristic algorithms has been a catalyst for a myriad of research studies …”
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Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review von Carrasco, J., García, S., Rueda, M.M., Das, S., Herrera, F.

“… A key aspect of the design of evolutionary and swarm intelligence algorithms is studying their performance …”
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On Swarm Intelligence Inspired Self-Organized Networking: Its Bionic Mechanisms, Designing Principles and Optimization Approaches von Zhongshan Zhang, Keping Long, Jianping Wang, Dressler, Falko

“… Inspired by swarm intelligence observed in social species, the artificial self-organized networking (SON …”
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Particle swarm optimization for searching efficient experimental designs: A review von Chen, Ping‐Yang, Chen, Ray‐Bing, Wong, Weng Kee

“… be applicable. There are many such algorithms, and to fix ideas, we review one of its exemplary members called particle swarm optimization (PSO …”
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Improving convergence in swarm algorithms by controlling range of random movement von Chaudhary, Reshu, Banati, Hema

“… Swarm intelligence algorithms are stochastic algorithms, i.e. they perform some random movement …”
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A Survey and Tutorial on Network Optimization for Intelligent Transport System Using the Internet of Vehicles von Panigrahy, Saroj Kumar, Emany, Harika

“… The Internet of Things (IoT) has risen from ubiquitous computing to the Internet itself. Internet of vehicles (IoV) is the next emerging trend in IoT. We can …”
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Quantum Computing in Wireless Communications and Networking: A Tutorial-cum-Survey von Zhao, Wei, Weng, Tangjie, Ruan, Yue, Liu, Zhi, Wu, Xuangou, Zheng, Xiao, Kato, Nei

“… Although artificial intelligence (AI) algorithms such as reinforcement learning (RL) and mathematical optimization have greatly enhanced the performance of wireless …”
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