Swarm-intelligenceBenchmark test functionsEngineering design problemsThis paper presents a novel bio-inspired optimization algorithm called Rat Swarm Optimizer (RSO) for solving the challenging optimization problems. The main inspiration of this optimizer is the chasing and attacking behaviors of rats in ...
This paper presents a novel bio-inspired optimization algorithm called Rat Swarm Optimizer (RSO) for solving the challenging optimization problems. The main inspiration of this optimizer is the chasing and attacking behaviors of rats in nature. This paper mathematically models these behaviors and bench...
The integration of MATPOWER’s optimized execution with the solution-finding capabilities of various metaheuristic algorithms is examined in30for an IEEE 30 bus system. The study explores the performance of several optimization techniques, including the Lichtenberg algorithm, particle swarm optimization (PSO...
2.1. Tunicate Swarm Algorithm The mathematical model of the TSA has been described in this subsection. TSA is based on tunicate's capability for approaching food source (optimal solution) in the sea. Here, two behaviors are used by tunicates for finding food location such as swarm intelligent ...
Naked mole-rat algorithm (NMRA) is a swarm intelligence-based algorithm that draws inspiration from the mating behaviour of mole rats (workers and breeders). This approach, which is based on the ability of breeders to reproduce with the queen, has been utilized to tackle optimization problems. ...
An adaptive multiscale approach for identifying multiple flaws based on XFEM and a discrete artificial fish swarm algorithm Comput. Methods Appl. Mech. Engrg. (2018) GholizadehS.et al. A new Newton metaheuristic algorithm for discrete performance-based design optimization of steel moment frames ...
swarm algorithmoptimizationTi-6Al-4V alloyThe kerf taper angle is one of the most significant parameters for AWJ cutting. Choosing the best cutting parameters is critical to reducing the kerf taper. Therefore, the aim of this work is to demonstrate on to implement RSM in conjunction with the ...
swarm algorithmoptimizationTi-6Al-4V alloyThe kerf taper angle is one of the most significant parameters for AWJ cutting. Choosing the best cutting parameters is critical to reducing the kerf taper. Therefore, the aim of this work is to demonstrate on to implement RSM in conjunction with the ...
Grasshopper optimization algorithm LSTM: Long short-term memory MAD: Median absolute deviation ML: Machine learning MLP: Multilayer perceptron NID: Network intrusion detection NN: Neural network OCSVM: One-class support vector machine PSO-Light GBM: Particle swarm optimization-based gradient ...
Gender recognition in text-independent speaker identification using MFCC, spectrogram, Bi-LSTM, and rat swarm evolutionary algorithm optimization. Int J Speech Technol (2025). https://doi.org/10.1007/s10772-025-10176-2 Download citation Received17 October 2024 Accepted17 February 2025 Published11 ...