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Genetic algorithms: Theory, genetic operators, solutions, and applications
A genetic algorithm (GA) is an evolutionary algorithm inspired by the natural selection and
biological processes of reproduction of the fittest individual. GA is one of the most popular …
biological processes of reproduction of the fittest individual. GA is one of the most popular …
A comprehensive survey on recent metaheuristics for feature selection
Feature selection has become an indispensable machine learning process for data
preprocessing due to the ever-increasing sizes in actual data. There have been many …
preprocessing due to the ever-increasing sizes in actual data. There have been many …
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems
In this paper, a new bio-inspired meta-heuristic algorithm, named artificial rabbits
optimization (ARO), is proposed and tested comprehensively. The inspiration of the ARO …
optimization (ARO), is proposed and tested comprehensively. The inspiration of the ARO …
A sinh cosh optimizer
Currently, meta-heuristic algorithms have been widely studied and applied, but balancing
exploration and exploitation remains a challenge. In this study, a novel meta-heuristic …
exploration and exploitation remains a challenge. In this study, a novel meta-heuristic …
Energy valley optimizer: a novel metaheuristic algorithm for global and engineering optimization
Abstract In this paper, Energy Valley Optimizer (EVO) is proposed as a novel metaheuristic
algorithm inspired by advanced physics principles regarding stability and different modes of …
algorithm inspired by advanced physics principles regarding stability and different modes of …
Metaheuristic algorithms for PID controller parameters tuning: Review, approaches and open problems
The simplicity, transparency, reliability, high efficiency and robust nature of PID controllers
are some of the reasons for their high popularity and acceptance for control in process …
are some of the reasons for their high popularity and acceptance for control in process …
Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems
Recently, the numerical optimization field has attracted the research community to propose
and develop various metaheuristic optimization algorithms. This paper presents a new …
and develop various metaheuristic optimization algorithms. This paper presents a new …
Triangulation topology aggregation optimizer: A novel mathematics-based meta-heuristic algorithm for continuous optimization and engineering applications
S Zhao, T Zhang, L Cai, R Yang - Expert Systems with Applications, 2024 - Elsevier
In recent years, numerous meta-heuristic algorithms based on swarm intelligence have
been proposed and widely popularized. Although algorithms are designed by some specific …
been proposed and widely popularized. Although algorithms are designed by some specific …
[HTML][HTML] The Hiking Optimization Algorithm: A novel human-based metaheuristic approach
In this paper, a novel metaheuristic called 'The Hiking Optimization Algorithm'(HOA) is
proposed. HOA is inspired by hiking, a popular recreational activity, in recognition of the …
proposed. HOA is inspired by hiking, a popular recreational activity, in recognition of the …
African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems
Metaheuristics play a crucial role in solving optimization problems. The majority of such
algorithms are inspired by collective intelligence and foraging of creatures in nature. In this …
algorithms are inspired by collective intelligence and foraging of creatures in nature. In this …