Swarm intelligence in anomaly detection systems: an overview

S Mishra, R Sagban, A Yakoob… - International Journal of …, 2021‏ - Taylor & Francis
In an era of the industrial internet of things (IoT), data transferred or saved is always
vulnerable to attacks. The IoT networks are needed for implementing security in IoT devices …

Continuous versions of firefly algorithm: a review

SL Tilahun, JMT Ngnotchouye… - Artificial Intelligence …, 2019‏ - Springer
Firefly algorithm is a swarm based metaheuristic algorithm designed for continuous
optimization problems. It works by following better solutions and also with a random search …

Firefly algorithm

XS Yang, A Slowik - Swarm intelligence algorithms, 2020‏ - taylorfrancis.com
The firefly algorithm (FA) is a swarm intelligence-based algorithm and has been shown to be
effective in solving nonlinear optimization problems, especially multimodal problems where …

Firefly algorithm with neighborhood attraction

H Wang, W Wang, X Zhou, H Sun, J Zhao, X Yu… - Information Sciences, 2017‏ - Elsevier
Firefly algorithm (FA) is a new optimization technique based on swarm intelligence. It
simulates the social behavior of fireflies. The search pattern of FA is determined by the …

A new hybrid modified firefly algorithm and support vector regression model for accurate short term load forecasting

A Kavousi-Fard, H Samet, F Marzbani - Expert systems with applications, 2014‏ - Elsevier
Precise forecast of the electrical load plays a highly significant role in the electricity industry
and market. It provides economic operations and effective future plans for the utilities and …

A novel hybrid load forecasting framework with intelligent feature engineering and optimization algorithm in smart grid

G Hafeez, I Khan, S Jan, IA Shah, FA Khan, A Derhab - Applied Energy, 2021‏ - Elsevier
Real-time, accurate, and stable forecasting plays a vital role in making strategic decisions in
the smart grid (SG). This ensures economic savings, effective planning, and reliable and …

Yin-Yang firefly algorithm based on dimensionally Cauchy mutation

W Wang, L Xu, K Chau, D Xu - Expert Systems with Applications, 2020‏ - Elsevier
Firefly algorithm (FA) is a classical and efficient swarm intelligence optimization method and
has a natural capability to address multimodal optimization. However, it suffers from …

Adaptive firefly algorithm with chaos for mechanical design optimization problems

A Baykasoğlu, FB Ozsoydan - Applied soft computing, 2015‏ - Elsevier
Firefly algorithm (FA) is a newer member of bio-inspired meta-heuristics, which was
originally proposed to find solutions to continuous optimization problems. Popularity of FA …

[ספר][B] Nature-inspired algorithms and applied optimization

XS Yang - 2018‏ - Springer
Nature-inspired algorithms, especially those based on swarm intelligence, have been
successfully applied to solve a variety of optimization problems in real-world applications …

Firefly algorithm with random attraction

H Wang, W Wang, H Sun… - International Journal of …, 2016‏ - inderscienceonline.com
Firefly algorithm (FA) is a new meta-heuristic optimisation algorithm, which simulates the
social behaviour of fireflies based on the flashing and attraction characteristics of fireflies …