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Adaptive fractional-order genetic-particle swarm optimization Otsu algorithm for image segmentation
The two-dimensional (2D) Otsu algorithm used in image segmentation considers both the gray scale information of the image and the spatial information...
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A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering
Clustering is an unsupervised learning task that groups objects in a multi-dimensional space based on similarity criteria. The goal is to make groups...
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Design of fuzzy hyperbox classifiers based on a two-stage genetic algorithm and simultaneous strategy
The fuzzy min-max (FMM) neural network can be regarded as a typical fuzzy hyperbox classifier that is designed in a sequential way, which leads to an...
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Optimizing TCSC configuration via genetic algorithm for ATC enhancement
Flexible AC transmission systems (FACTS) are a viable way to improve power system performance because of the rapid advancement of power electronic...
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Hybridizing genetic algorithm with grey prediction evolution algorithm for solving unit commitment problem
The unit commitment problem (UCP), which includes the unit schedule and power dispatch, is a nonlinear high-dimensional and highly constrained...
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Mixed Radial Basis Function Neural Network Training Using Genetic Algorithm
The Radial Basis Function Neural Network (RBFNN) is a feedforward artificial neural network employing radial basis functions as activation functions...
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Genetic Algorithms and Genetic Linkage
This chapter provides a summary of fundamental materials on genetic algorithms. It presents definitions of genetic algorithm terms and briefly...
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Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm
Generating molecules with desired properties is an important task in chemistry and pharmacy. An efficient method may have a positive impact on...
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Monophonic music composition using genetic algorithm and Bresenham’s line algorithm
Music composition is one of the oldest artistic pursuits. The role of machine in automatic generation of creative artworks, like music, is still an...
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Static video summarization based on genetic algorithm and deep learning approach
The development of information technology has led to the rise of big data. A large portion of this big data comes in the form of video information....
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A chaotic based image encryption scheme using elliptic curve cryptography and genetic algorithm
In the era of digital communication and data security, image encryption plays a crucial role in safeguarding sensitive information. Protecting...
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Fog node placement using multi-objective genetic algorithm
The emergence of the Internet of Things (IoT) has paved the way for numerous activities leading to smart life, such as health care, surveillance, and...
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Raw Anode Volume Density Prediction Algorithm Based on the Genetic Algorithm
In the process of aluminum electrolytic anode production, raw anode volume density is an important indicator of anode quality, which is of great...
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Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity
A method for develo** new drugs is the ligand-based approach, which requires intermolecular similarity computation. The simplified molecular input...
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A novel group recommender system for domain-independent decision support customizing a grou** genetic algorithm
Group formation is a complex task requiring computational support to succeed. In the literature, there has been considerable effort in the...
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A cooperative co-evolutionary genetic algorithm for query recommendation
Search engines often recommend a few queries related to the users’ original query to help them find the content they are searching. Since extracting...
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Building the classification model based on the genetic algorithm and the improved Bayesian method
This study presents a classification model that incorporates significant enhancements based on the Bayesian method and genetic algorithm (BGA)....
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Bullish Price Patterns in the NASDAQ-100 Stock Index Evaluated Through Genetic Algorithm
Through a genetic algorithm, it was sought to find an answer to the critical question of whether price patterns are a reliable technique when applied...
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Real-time stress detection from smartphone sensor data using genetic algorithm-based feature subset optimization and k-nearest neighbor algorithm
Stress is the mood of pressure and tension that a person feels. Usually, when the pressure on an individual decrease, the body begins to stabilize...
