Boosting particle swarm optimization by backtracking search algorithm for optimization problems

S Nama, AK Saha, S Chakraborty, AH Gandomi… - Swarm and Evolutionary …, 2023 - Elsevier
Adjusting the search behaviors of swarm-based algorithms during their execution is a
fundamental errand for addressing real-world global optimizing challenges. Along this line …

An improved binary quantum-based avian navigation optimizer algorithm to select effective feature subset from medical data: A COVID-19 case study

A Fatahi, MH Nadimi-Shahraki, H Zamani - Journal of Bionic Engineering, 2024 - Springer
Abstract Feature Subset Selection (FSS) is an NP-hard problem to remove redundant and
irrelevant features particularly from medical data, and it can be effectively addressed by …

Improved reptile search algorithm by salp swarm algorithm for medical image segmentation

L Abualigah, M Habash, ES Hanandeh… - Journal of bionic …, 2023 - Springer
This study proposes a novel nature-inspired meta-heuristic optimizer based on the Reptile
Search Algorithm combed with Salp Swarm Algorithm for image segmentation using gray …

Non-dominated sorting advanced butterfly optimization algorithm for multi-objective problems

S Sharma, N Khodadadi, AK Saha… - Journal of Bionic …, 2023 - Springer
This paper uses the Butterfly Optimization Algorithm (BOA) with dominated sorting and
crowding distance mechanisms to solve multi-objective optimization problems. There is also …

Self-adaptive moth flame optimizer combined with crossover operator and Fibonacci search strategy for COVID-19 CT image segmentation

SK Sahoo, EH Houssein, M Premkumar… - Expert Systems with …, 2023 - Elsevier
The COVID-19 is one of the most significant obstacles that humanity is now facing. The use
of computed tomography (CT) images is one method that can be utilized to recognize …

Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems

J Wang, W Wang, X Hu, L Qiu, H Zang - Artificial Intelligence Review, 2024 - Springer
This paper innovatively proposes the Black Kite Algorithm (BKA), a meta-heuristic
optimization algorithm inspired by the migratory and predatory behavior of the black kite …

Gorilla optimization algorithm combining sine cosine and cauchy variations and its engineering applications

S Wang, L Cao, Y Chen, C Chen, Y Yue, W Zhu - Scientific Reports, 2024 - nature.com
To address the issues of lacking ability, loss of population diversity, and tendency to fall into
the local extreme value in the later stage of optimization searching, resulting in slow …

ECH3OA: an enhanced chimp-harris hawks optimization algorithm for copyright protection in Color images using watermarking techniques

H Fahmy, EM El-Gendy, MA Mohamed… - Knowledge-Based …, 2023 - Elsevier
This paper proposes a hybrid Enhanced Chimp-Harris Hawks Optimization Algorithm (ECH
3 OA) that combines both enhanced Chimp Optimization algorithm (ChOA) and Harris …

Wind driven butterfly optimization algorithm with hybrid mechanism avoiding natural enemies for global optimization and PID controller design

Y He, Y Zhou, Y Wei, Q Luo, W Deng - Journal of Bionic Engineering, 2023 - Springer
This paper presents a Butterfly Optimization Algorithm (BOA) with a wind-driven mechanism
for avoiding natural enemies known as WDBOA. To further balance the basic BOA …

Swarming genetic algorithm: A nested fully coupled hybrid of genetic algorithm and particle swarm optimization

P Aivaliotis-Apostolopoulos, D Loukidis - PLoS One, 2022 - journals.plos.org
Particle swarm optimization and genetic algorithms are two classes of popular heuristic
algorithms that are frequently used for solving complex multi-dimensional mathematical …