Search · four archives
Search · four archives
11 papers · ranked by Valyu relevance
Mingbin Tang, Yejun Zheng, Lianbao Li, Li Cao + 2 more
Complex engineering optimization problems often exhibit high-dimensional, multi-constraint, and nonlinear characteristics. Traditional deterministic optimization methods rely on gradient information and have limited optimization ranges, making it difficult to meet the requirements of efficient and accurate solutions.…
Serdar Ekinci, Davut Izci, Vedat Tümen, Mostafa Jabari + 3 more
Magnetic ball suspension (MBS) systems are widely used as benchmark platforms in control engineering due to their nonlinear dynamics and inherent open-loop instability, which pose substantial challenges for conventional linear control strategies. The objective of this study is to investigate a hyperbolic tangent-based…
Ran Wang, Weiquan Huang, Junyu Wu, Chen Chen + 3 more
To address the rapid population diversity loss and premature convergence of the Artificial Lemming Algorithm (ALA) in complex optimization problems, this paper proposes an Improved Artificial Lemming Algorithm (IALA) with multi-strategy enhancements inspired by lemming behavior. First, a non-uniform mutation operator…
Hongtao Yang, Ziqiang Bi, Xiulan Li, Qingan Yao + 3 more
Accurate weld-region identification is essential for weld quality inspection and automated grinding. However, weld point clouds are highly irregular and lack explicit topological structure, which makes accurate recognition challenging. To address this issue, this study formulates weld point-cloud recognition as a…
Xuemei Zhu, Chaochuan Jia, Jiangdong Zhao, Chunyang Xia + 4 more
'Ji Huang' 'Ling Li' 'Stanislav N. Gorb'] This paper presents an enhanced artificial lemming algorithm (EALA) for solving complex unmanned aircraft system (UAV) path planning problems in three-dimensional environments. Key improvements include chaotic initialization, adaptive perturbation, and hybrid mutation, enabling…
Yuyong Tan, Jianfeng Wang, Bin Wang, Yongquan Zhou
The intelligent optimization algorithm has become a key tool in complex and intertwined engineering and science fields. However, with the increasing complexity of the problem and the rapid expansion of the data scale, the performance of the algorithm has been challenged unprecedentedly. The artificial lemming algorithm…
Mohammed Qaraad, Eric Rahrmann, David Guinovart
This paper presents the Adaptive Hill Climbing Artificial Lemming Algorithm (AHALA), a novel optimization method designed to improve miRNA-based breast cancer subtyping and classification. By integrating Hill Climbing into the Artificial Lemming Algorithm, AHALA balances global exploration and local exploitation…
Valentin Lecheval, Richard P. Mann
Decision-making and movement of single animals or group of animals are often treated and investigated as separate processes. However, many decisions are taken while moving in a given space. In other words, both processes are optimised at the same time and optimal decision-making processes are only understood in the…
Habiba Drias, Lydia Sonia Bendimerad, Yassine Drias
In this paper, a new swarm intelligence algorithm based on orca behaviors is proposed for problem solving. The algorithm called artificial orca algorithm (AOA) consists of simulating the orca lifestyle and in particular the social organization, the echolocation mechanism, and some hunting techniques. The originality of…
Chenguang Li, Gabriel Kreiman, Sharad Ramanathan
Artificial neural networks have performed remarkable feats in a wide variety of domains. However, artificial intelligence algorithms lack the flexibility, robustness, and generalization power of biological neural networks. Given the different capabilities of artificial and biological neural networks, it would be…
Dawid Połap, Marcin Woźniak, Christian Napoli, Emiliano Tramontana
@Article{polap2015swarm, author = {Polap, Dawid and Wozniak, Marcin and Napoli, Christian and Tramontana, Emiliano}, title = {Is swarm intelligence able to create mazes?}, journal = {International Journal of Electronics and Telecommunications}, year = {2015}, volume = {61}, number = {4}, pages = {305–310}, doi =…