A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems

E Kaya, B Gorkemli, B Akay, D Karaboga - Engineering Applications of …, 2022 - Elsevier
The ABC algorithm is one of the popular optimization algorithms and has been used
successfully in solving many real-world problems. Numeric, binary, integer, mixed integer …

Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey

D Karaboga, E Kaya - Artificial Intelligence Review, 2019 - Springer
In the structure of ANFIS, there are two different parameter groups: premise and
consequence. Training ANFIS means determination of these parameters using an …

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 …

Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy …

J Amutha, S Sharma, SK Sharma - Computer Science Review, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) have attracted various academic researchers,
engineers, science, and technology communities. This attraction is due to their broad …

Energy-efficient routing protocols for wireless sensor networks: Architectures, strategies, and performance

TM Behera, UC Samal, SK Mohapatra, MS Khan… - Electronics, 2022 - mdpi.com
Recent developments in low-power communication and signal processing technologies
have led to the extensive implementation of wireless sensor networks (WSNs). In a WSN …

A comprehensive survey: artificial bee colony (ABC) algorithm and applications

D Karaboga, B Gorkemli, C Ozturk… - Artificial intelligence …, 2014 - Springer
Swarm intelligence (SI) is briefly defined as the collective behaviour of decentralized and
self-organized swarms. The well known examples for these swarms are bird flocks, fish …

Genetic algorithm-based optimized cluster head selection for single and multiple data sinks in heterogeneous wireless sensor network

S Verma, N Sood, AK Sharma - Applied Soft Computing, 2019 - Elsevier
The constraints on the battery resources of sensor nodes have been the major stumbling
block in achieving the network longevity and in exploring the potential of Wireless Sensor …

A survey on nature inspired metaheuristic algorithms for partitional clustering

SJ Nanda, G Panda - Swarm and Evolutionary computation, 2014 - Elsevier
The partitional clustering concept started with K-means algorithm which was published in
1957. Since then many classical partitional clustering algorithms have been reported based …

Future of IoT networks: A survey

SK Lee, M Bae, H Kim - Applied Sciences, 2017 - mdpi.com
The introduction of mobile devices has changed our daily lives. They enable users to obtain
information even in a nomadic environment and provide information without limitations. A …

Artificial bee colony based algorithm for maximum power point tracking (MPPT) for PV systems operating under partial shaded conditions

A soufyane Benyoucef, A Chouder, K Kara… - Applied Soft …, 2015 - Elsevier
Artificial bee colony (ABC) algorithm has several characteristics that make it more attractive
than other bio-inspired methods. Particularly, it is simple, it uses fewer control parameters …