An adjustable fuzzy classification algorithm using an improved multi-objective genetic strategy based on decomposition for imbalance dataset
Sign Up to like & getrecommendations! Published in 2019 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-019-01342-5
Abstract: AbstractIn this paper, we propose an adjustable fuzzy classification algorithm using multi-objective genetic strategy based on decomposition (AFC_MOGD) to solve imbalance classification problem. In AFC_MOGD, firstly, an improved multi-objective genetic strategy based on decomposition is… read more here.
Keywords: classification; objective genetic; strategy based; multi objective ... See more keywords
Optimization of future charging infrastructure for commercial electric vehicles using a multi-objective genetic algorithm and real travel data
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DOI: 10.1007/s12530-019-09295-4
Abstract: Electric mobility has gained much interest in the automotive industry and among commercial customers. A well-developed charging infrastructure is a fundamental requirement to meet the rising demand for electricity. The aim of this contribution is… read more here.
Keywords: genetic algorithm; electric vehicles; objective genetic; infrastructure ... See more keywords
Classifier Design by a Multi-Objective Genetic Algorithm Approach for GPR Automatic Target Detection
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DOI: 10.1016/j.ifacol.2018.06.260
Abstract: Abstract GPR is an electromagnetic remote sensing technique, used for detection of relatively small objects in high noise environments. Data inversion requires a fitting procedure of hyperbola signatures, which represent the target reflections, sometimes producing… read more here.
Keywords: detection; objective genetic; gpr; multi objective ... See more keywords
A new method in beam shaping: Multi-Objective Genetic Algorithm method coupled with a Monte-Carlo based reactor physics code
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DOI: 10.1016/j.pnucene.2017.05.008
Abstract: Abstract In this study, a new technique which uses Multi-Objective Genetic Algorithm method (NSGA-II) coupled with a Monte-Carlo based reactor physics code (MCNP) was proposed to shape the beams of neutron sources. The method was… read more here.
Keywords: objective genetic; multi objective; method; physics ... See more keywords
Multi-objective genetic algorithm for synchrotron radiation beamline optimization
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Synchrotron Radiation"
DOI: 10.1107/s1600577522010050
Abstract: A universal optimization simulation method based on a multi-objective genetic algorithm is introduced; this is the first attempt to optimize the elements of a beamline using this method. read more here.
Keywords: objective genetic; multi objective; genetic algorithm; synchrotron radiation ... See more keywords
Study of Multi-objective Genetic Algorithm on Taylor External Fixation
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DOI: 10.1109/access.2022.3170452
Abstract: The rapid development of today’s society and the rapidly increasing incidence of skeletal injuries caused by traffic and industrial accidents have led to a significant increase in the number of patients with fractures accompanied by… read more here.
Keywords: multi objective; objective genetic; genetic algorithm; external fixation ... See more keywords
Optimal answer generation by equivalent transformation incorporating multi-objective genetic algorithm
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DOI: 10.21203/rs.3.rs-1244978/v1
Abstract: This paper proposes a framework for time-efficiently finding multiple answers that meet multiple logical constraints and are Pareto-optimal for multiple objective functions. The proposed framework determines a set of optimal answers by iteratively replacing a… read more here.
Keywords: objective genetic; multi objective; equivalent transformation; genetic algorithm ... See more keywords
Developing Equations for Free Vibration Parameters of Bistable Composite Plates Using Multi-Objective Genetic Programming
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DOI: 10.3390/polym14081559
Abstract: For the last three decades, bistable composite laminates have gained publicity because of their outstanding features, including having two stable shapes and the ability to change these states. A common challenge regarding the analysis of… read more here.
Keywords: objective genetic; multi objective; bistable composite; free vibration ... See more keywords
Sustainable Scheduling of Cloth Production Processes by Multi-Objective Genetic Algorithm with Tabu-Enhanced Local Search
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DOI: 10.3390/su9101754
Abstract: The dyeing of textile materials is the most critical process in cloth production because of the strict technological requirements. In addition to the technical aspect, there have been increasing concerns over how to minimize the… read more here.
Keywords: objective genetic; production; multi objective; genetic algorithm ... See more keywords