Nature-inspired algorithms for wireless sensor networks: A comprehensive survey

A Singh, S Sharma, J Singh - Computer Science Review, 2021 - Elsevier
In order to solve the critical issues in Wireless Sensor Networks (WSNs), with concern for
limited sensor lifetime, nature-inspired algorithms are emerging as a suitable method …

Review of meta-heuristic algorithms for wind power prediction: Methodologies, applications and challenges

P Lu, L Ye, Y Zhao, B Dai, M Pei, Y Tang - Applied Energy, 2021 - Elsevier
The integration of large-scale wind power introduces issues in modern power systems
operations due to its strong randomness and volatility. These issues can be resolved via …

Building energy consumption prediction using multilayer perceptron neural network-assisted models; comparison of different optimization algorithms

S Afzal, BM Ziapour, A Shokri, H Shakibi, B Sobhani - Energy, 2023 - Elsevier
Building energy prediction has gained significant attention as a thriving research field owing
to its immense potential in enhancing energy efficiency within building energy management …

A survey on new generation metaheuristic algorithms

T Dokeroglu, E Sevinc, T Kucukyilmaz… - Computers & Industrial …, 2019 - Elsevier
Metaheuristics are an impressive area of research with extremely important improvements in
the solution of intractable optimization problems. Major advances have been made since the …

A comprehensive survey of clustering algorithms

D Xu, Y Tian - Annals of data science, 2015 - Springer
Data analysis is used as a common method in modern science research, which is across
communication science, computer science and biology science. Clustering, as the basic …

CSCF: a chaotic sine cosine firefly algorithm for practical application problems

BA Hassan - Neural Computing and Applications, 2021 - Springer
Recently, numerous meta-heuristic-based approaches are deliberated to reduce the
computational complexities of several existing approaches that include tricky derivations …

Bio inspired computing–a review of algorithms and scope of applications

AK Kar - Expert Systems with Applications, 2016 - Elsevier
With the explosion of data generation, getting optimal solutions to data driven problems is
increasingly becoming a challenge, if not impossible. It is increasingly being recognised that …

Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature

AE Ezugwu, AK Shukla, MB Agbaje… - Neural Computing and …, 2021 - Springer
Cluster analysis is an essential tool in data mining. Several clustering algorithms have been
proposed and implemented, most of which are able to find good quality clustering results …

A hybrid intrusion detection system based on ABC-AFS algorithm for misuse and anomaly detection

V Hajisalem, S Babaie - Computer Networks, 2018 - Elsevier
Due to the widespread use of the internet, computer systems are prone to information theft
that has led to the emergence of Intrusion Detection Systems (IDSs). Various approaches …

A comprehensive review of firefly algorithms

I Fister, I Fister Jr, XS Yang, J Brest - Swarm and evolutionary computation, 2013 - Elsevier
The firefly algorithm has become an increasingly important tool of Swarm Intelligence that
has been applied in almost all areas of optimization, as well as engineering practice. Many …