Swarm intelligence and evolutionary algorithms: Performance versus speed

AP Piotrowski, MJ Napiorkowski, JJ Napiorkowski… - Information …, 2017 - Elsevier
… problems, with Evolutionary and Swarm Intelligence algorithms receiving perhaps the most
… The performance of metaheuristics often depends on their control parameters [31] and …

Optimization of performance parameter for vehicular ad-hoc network (VANET) using swarm intelligence

B Ranjan Senapati, P Mohan Khilar - Nature Inspired Computing for Data …, 2020 - Springer
… ), Particle Swarm Optimization (PSO), etc. can be used in VANET to optimize the parameters
… in VANET, another swarm intelligence technique ie Particle Swarm Intelligence (PSO) can …

Collaborative swarm intelligence to estimate PV parameters

HGG Nunes, JAN Pombo, PMR Bento… - Energy Conversion and …, 2019 - Elsevier
… To validate its performance, the proposed methodology was … , and used to estimate PV
parameters in single and double-… very competitive performance when solving the PV parameter

Classical and swarm intelligence based routing protocols for wireless sensor networks: A survey and comparison

AM Zungeru, LM Ang, KP Seng - Journal of Network and Computer …, 2012 - Elsevier
parameters and performance metrics may not be mentioned. We see a need in the research
community to have standard simulation and performance … and performance metrics which …

A survey of dynamic parameter setting methods for nature-inspired swarm intelligence algorithms

HD Phan, K Ellis, JC Barca, A Dorin - Neural computing and applications, 2020 - Springer
performance. … parameter setting approach selection are provided in this review. We explore
the open problems related to dynamic parameter setting techniques for swarm intelligence

Survey of swarm intelligence algorithms

S Selvaraj, E Choi - Proceedings of the 3rd International Conference on …, 2020 - dl.acm.org
… , especially with major control parameters and random parameters. This analysis will be …
parameters and avoid stagnation. We also have studied and summarized the performance

Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms

Z Yuan, MA Montes de Oca, M Birattari, T Stützle - Swarm Intelligence, 2012 - Springer
… In this article, we study the performance of a … the parameter space of the swarm intelligence
algorithms that we consider in our study, and we show that by fine-tuning their parameters

A review of optimization swarm intelligence-inspired algorithms with type-2 fuzzy logic parameter adaptation

F Valdez - Soft Computing, 2020 - Springer
… ) and the plants swarm algorithm (PSA) are two recent works with parameter adaptation using
… As can be seen, many authors use parameter adaptation to improve the performance the …

Swarm intelligence based classifiers

SH Zahiri, SA Seyedin - Journal of the franklin institute, 2007 - Elsevier
… In this paper we introduce another fuzzy system to control the inertia weight, cognitive
parameter and social parameter to improve the efficiency and performance of the proposed PS-…

Chaotic dynamic characteristics in swarm intelligence

H Liu, A Abraham, M Clerc - Applied Soft Computing, 2007 - Elsevier
… that the performance of the swarm intelligent model … of the parameters using some function
optimization experiments. The results illustrated that the performance of the swarm intelligent