Love evolution algorithm: A stimulus–value–role theory-inspired evolutionary algorithm for global optimization

Y Gao, J Zhang, Y Wang, J Wang, L Qin - The Journal of Supercomputing, 2024 - Springer
This paper proposes the Love Evolution Algorithm (LEA), a novel evolutionary algorithm
inspired by the stimulus–value–role theory. The optimization process of the LEA includes …

An improved differential evolution algorithm based on basis vector type and its application in fringe projection 3D imaging

X Zhong, P Cheng, Z You - Knowledge-Based Systems, 2023 - Elsevier
According to the different generation methods, the types of candidate position (basis vector)
in the meta-heuristic algorithm can be divided into stochastic, deterministic, and …

[HTML][HTML] EABOA: Enhanced adaptive butterfly optimization algorithm for numerical optimization and engineering design problems

K He, Y Zhang, YK Wang, RH Zhou… - Alexandria Engineering …, 2024 - Elsevier
The butterfly optimization algorithm (BOA) is a meta-heuristic algorithm that mimics foraging
and mating behavior of butterflies. In order to alleviate the problems of slow convergence …

MLBRSA: Multi-learning-based reptile search algorithm for global optimization and software requirement prioritization problems

JK Kailasam, R Nalliah… - Biomimetics, 2023 - mdpi.com
In the realm of computational problem-solving, the search for efficient algorithms tailored for
real-world engineering challenges and software requirement prioritization is relentless. This …

Chaotic wind driven optimization with fitness distance balance strategy

Z Tang, S Tao, K Wang, B Lu, Y Todo, S Gao - International Journal of …, 2022 - Springer
Wind driven optimization (WDO) is a meta-heuristic algorithm based on swarm intelligence.
The original selection method makes it easy to converge prematurely and trap in local …

An improved sparrow search based intelligent navigational algorithm for local path planning of mobile robot

G Zhang, E Zhang - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
In this paper, an improved sparrow search algorithm (SSA) for local path planning problem
of mobile robot in an unknown environment is presented. The problems of premature …

Improved slime mould algorithm based on hybrid strategy optimization of Cauchy mutation and simulated annealing

X Zhang, Q Liu, X Bai - PLoS One, 2023 - journals.plos.org
In this article, an improved slime mould algorithm (SMA-CSA) is proposed for solving global
optimization and the capacitated vehicle routing problem (CVRP). This improvement is …

Optimal Design of Grid-Connected Hybrid Renewable Energy System Considering Electric Vehicle Station Using Improved Multi-Objective Optimization: Techno …

AAK Al-Sahlawi, SM Ayob, CW Tan, HM Ridha… - Sustainability, 2024 - mdpi.com
Electric vehicle charging stations (EVCSs) and renewable energy sources (RESs) have
been widely integrated into distribution systems. Electric vehicles (EVs) offer advantages for …

[HTML][HTML] Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization

X Wang, V Snášel, S Mirjalili, JS Pan, L Kong… - Knowledge-Based …, 2024 - Elsevier
This study proposes a novel artificial protozoa optimizer (APO) that is inspired by protozoa in
nature. The APO mimics the survival mechanisms of protozoa by simulating their foraging …

A modification of I-SOS: performance analysis to large scale functions

S Nama - Applied Intelligence, 2021 - Springer
SOS is a global optimization algorithm, based on nature, and is utilized to execute the
various complex hard optimization problems. Be that as it may, some basic highlights of …