Search Results - tutorial for swarm intelligence algorithms

Swarm Intelligence Algorithms: A Tutorial by Slowik, Adam

“…Swarm intelligence algorithms are a form of nature-based optimization algorithms…”
Get full text

Swarm Intelligence Algorithms: Modifications and Applications by Slowik, Adam

“…This chapter presents a nature-inspired ant colony optimization (ACO) technique, along with its modified variants. The improved versions of this optimization…”
Get full text

Swarm intelligence algorithms : a tutorial by Slowik, Adam

Get full text

Swarm Intelligence Algorithms by 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…”
Get full text

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms by Derrac, Joaquín, García, Salvador, Molina, Daniel, Herrera, Francisco

“…The interest in nonparametric statistical analysis has grown recently in the field of computational intelligence…”
Get full text

Swarm Intelligence Algorithms: A Tutorial by 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…”
Get full text

Particle swarm optimization (PSO). A tutorial by Marini, Federico, Walczak, Beata

“…Swarm-based algorithms emerged as a powerful family of optimization techniques, inspired by the collective behavior of social animals…”
Get full text

Computational Intelligence Algorithms for UAV Swarm Networking and Collaboration: A Comprehensive Survey and Future Directions by 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…”
Get full text

A tutorial on multiobjective optimization: fundamentals and evolutionary methods by 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…”
Get full text

General Type-2 Fuzzy Logic Systems Made Simple: A Tutorial by Mendel, Jerry M.

“…The purpose of this tutorial paper is to make general type-2 fuzzy logic systems (GT2 FLSs…”
Get full text

Underwater Optical Wireless Communications in Swarm Robotics: A Tutorial by 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…”
Get full text

A practical tutorial on solving optimization problems via PlatEMO by Tian, Ye, Zhu, Weijian, Zhang, Xingyi, Jin, Yaochu

“…, which provides a variety of metaheuristics including evolutionary algorithms, swarm intelligence algorithms, multi…”
Get full text

A Review of Artificial Intelligence (AI) in Education from 2010 to 2020 by 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…”
Get full text

A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems by 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…”
Get full text

Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review by 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…”
Get full text

On Swarm Intelligence Inspired Self-Organized Networking: Its Bionic Mechanisms, Designing Principles and Optimization Approaches by Zhongshan Zhang, Keping Long, Jianping Wang, Dressler, Falko

“…Inspired by swarm intelligence observed in social species, the artificial self-organized networking (SON…”
Get full text

Particle swarm optimization for searching efficient experimental designs: A review by 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…”
Get full text

Improving convergence in swarm algorithms by controlling range of random movement by Chaudhary, Reshu, Banati, Hema

“…Swarm intelligence algorithms are stochastic algorithms, i.e. they perform some random movement…”
Get full text

A Survey and Tutorial on Network Optimization for Intelligent Transport System Using the Internet of Vehicles by 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…”
Get full text

Quantum Computing in Wireless Communications and Networking: A Tutorial-cum-Survey by 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…”
Get full text