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Optimization of a Horizontal Washing Machine Suspension System: Studying a 7 DOF Dynamic Model Using a Genetic Algorithm Through a Bounding Box Fitness Function
PurposeThis study addresses the optimization process of a horizontal washing machine suspension modeled after a dynamic 7 DOF model.
Methodology ...
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Rule Fitness and Pathology in Learning Classifier Systems
When applied to reinforcement learning, Learning Classifier Systems (LCS) [5] evolve sets of rules in order to maximise the return they receive from...
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Efficient feature selection methods using PSO with fuzzy rough set as fitness function
Feature selection (FS) is defined as the process of selecting a criterion function for evaluating a feature subset and a search strategy for finding...
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Assessment of Weight Factor in Genetic Programming Fitness Function for Imbalanced Data Classification
In real-world data classification, applications often have an imbalanced distribution of data over various classes. This imbalanced distribution...
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A comprehensive comparison of accuracy-based fitness functions of metaheuristics for feature selection
The feature selection (FS) is a binary optimization problem in the discrete optimization problem category. Maximizing the accuracy by using fewer...
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An effective fitness dependent optimizer algorithm for edge server allocation in mobile computing
Due to the speedy development of mobile communication devices, the traditional cloudlet computing networks struggle to manipulate the huge collected...
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A multimodal butterfly optimization using fitness-distance balance
Due to the multimodal nature of real-world optimization problems, in recent years, there has been a great interest in multi-modal optimization...
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Inter-generational Aging Design of Community Fitness Space and Equipment
With the development of an aging society and changes in contemporary family structures, intergenerational parenting has become a common phenomenon....
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Binary Classification with Genetic Algorithms. A Study on Fitness Functions
In this article, we propose a new fitness function that can be used in real-value binary classification problems. The fitness function takes into...
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Performance Comparative of Surrogate Models as Fitness Functions for Metaheuristic Algorithms
Real-world optimization problems can use a high number of computational resources to be solved because of the complexity of the fitness function or...
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Anomaly Detection in Metaverse Healthcare and Fitness: Bigdata Analytics Using 6G-Enabled Internets of Things
The healthcare and fitness industries are experiencing an unparalleled surge of big data from virtual environments, wearable technology, and...
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Fuzzy Decision Support Systems to Improve the Effectiveness of Training Programs in the Field of Sports Fitness
To maximize training programs and improve individual performance, the sports fitness profession is always looking for new and innovative solutions....
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Multimodal sensing and decision-making for evaluating the physical fitness of university students using body area network
These days, physical health concerns are gradually elevated to the same degree of significance as essential issues such as education, health, and...
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Detecting Sybil Attack in Vehicular Ad-hoc Networks (Vanets) by Using Fitness Function, Signal Strength Index and Throughput
Ad-hoc networks are vehicular networks whose functions are widely expanding. High dynamicity and the presence of wireless communications are two...
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A Multi-Objective Fitness Function for Sequencing Robotic Assembly Operations with Deformable Objects Using a Genetic Algorithm with Constraint Satisfaction
Constructing and optimizing an operation sequence is a major concern in production. However, designing high quality sequences is difficult and...
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Fitness for Service of Onshore Pipelines
This chapter describes the basics for quantitatively assessing pipeline structural integrity. Elementary concepts are presented to define the...
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Performance assessment and fitness analysis of athletes using decision tree and data mining techniques
Recently, the rise in student numbers has led to the establishment of many new colleges and universities in China. As a result, there has been a...
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A Cybersecurity Guide for Using Fitness Devices
The popularity of wearable devices is growing exponentially, with consumers using these for a variety of services. Fitness devices are currently...
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Hierarchical Manta Ray Foraging Optimization with Weighted Fitness-Distance Balance Selection
Manta ray foraging optimization (MRFO) tends to get trapped in local optima as it relies on the direction provided by the previous individual and the...
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Fitness Distance Balance Based Kepler Optimization Algorithm
Meta-Heuristic Search (MHS) algorithms are methods that continue to be popular and continue to be developed day by day in solving complex and...