Bayesian network structure learning with improved genetic algorithm
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22833
Abstract: As an important model of machine learning, Bayesian networks (BNs) have received a lot of attentions since they can be used for classification via probabilistic inference. However, since it is a complicated combination optimization problem,… read more here.
Keywords: structure; structure learning; genetic algorithm; network structure ... See more keywords
Optimization of Canal Water in an Irrigation Network Based on a Genetic Algorithm: A Case Study of the North China Plain Canal System
Sign Up to like & getrecommendations! Published in 2019 at "Irrigation and Drainage"
DOI: 10.1002/ird.2345
Abstract: Maximizing the efficiency of water distribution in canals requires clear guidelines and criteria for system design and operation. Studies have shown that optimization models based on a genetic algorithm (GA) provide a reasonable arrangement of… read more here.
Keywords: system; canal system; genetic algorithm; based genetic ... See more keywords
GAMaterial—A genetic‐algorithm software for material design and discovery
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Computational Chemistry"
DOI: 10.1002/jcc.27043
Abstract: Genetic algorithms (GAs) are stochastic global search methods inspired by biological evolution. They have been used extensively in chemistry and materials science coupled with theoretical methods, ranging from force‐fields to high‐throughput first‐principles methods. The methodology… read more here.
Keywords: software; atomic clusters; algorithm software; genetic algorithm ... See more keywords
High-speed identification system for fresh tea leaves based on phenotypic characteristics utilizing an improved genetic algorithm.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the science of food and agriculture"
DOI: 10.1002/jsfa.12047
Abstract: BACKGROUND High-quality tea requires leaves of similar size and tenderness. The grade of the fresh leaves determines the quality of the tea. The automated classification of fresh tea leaves improves resource utilization and reduces manual… read more here.
Keywords: tea leaves; genetic algorithm; fresh tea; tea ... See more keywords
Optimal Dual Watermarking of Color Images with SWT and SVD Through Genetic Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-021-01773-y
Abstract: An optimized color image watermarking algorithm with stationary wavelet transform and singular value decomposition has been proposed in this work. The algorithm uses two watermarks to address the issues of copyright protection and tamper localization.… read more here.
Keywords: genetic algorithm; cover image; color; algorithm ... See more keywords
Interval analysis based robust truss optimization with continuous and discrete variables using mix-coded genetic algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-017-1668-6
Abstract: The problem of optimizing truss structures in the presence of uncertain parameters considering both continuous and discrete design variables is studied. An interval analysis based robust optimization method combined with the improved genetic algorithm is… read more here.
Keywords: interval analysis; analysis based; genetic algorithm; optimization ... See more keywords
Hierarchical optimization of the composite blade of a stratospheric airship propeller based on genetic algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-017-1725-1
Abstract: High-altitude propellers equipped with solar energy systems are widely adopted in stratospheric airships because of their light weight, excellent mechanical performance, and high efficiency. To optimize the composite laminated structure of the blade, a hierarchical… read more here.
Keywords: hierarchical optimization; stratospheric airship; genetic algorithm; optimization ... See more keywords
Optimum Design of Perforated Orthotropic and Laminated Composite Plates under in-plane loading by genetic algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-017-1758-5
Abstract: In this paper, the parameters influencing the stress distribution around regular polygon cutouts in orthotropic plates and symmetrical composite laminates are studied, and then the genetic algorithm is used to determine the optimal values of… read more here.
Keywords: cutout; genetic algorithm; geometry; laminated composite ... See more keywords
Optimizing force closure grasps on 3D objects using a modified genetic algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Soft Computing"
DOI: 10.1007/s00500-016-2377-6
Abstract: The problem of automated grasp generation is exacerbated by the infinite types of objects to be handled by robots. In this work, the issue is cast as an optimization problem and a modified genetic algorithm-based… read more here.
Keywords: grasps objects; modified genetic; genetic algorithm; closure grasps ... See more keywords
Research on QoS service composition based on coevolutionary genetic algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Soft Computing"
DOI: 10.1007/s00500-018-3510-5
Abstract: Traditional genetic algorithms overemphasize the struggle for survival and neglect all other aspects of biology. In addition, binary encoding is widely used in individual coding. Since the individual chromosomes produced are longer in length, it… read more here.
Keywords: algorithm; coevolutionary genetic; genetic algorithm; service composition ... See more keywords
Multi-objective evolutionary optimization with genetic algorithm for the design of off-grid PV-wind-battery-diesel system
Sign Up to like & getrecommendations! Published in 2021 at "Soft Computing"
DOI: 10.1007/s00500-020-05372-y
Abstract: With the increasing hazard to the environment and progressions in renewable energy technologies, hybrid renewable energy systems can meet the energy demand. Total dependability can be attained by adding battery banks to hybrid systems. This… read more here.
Keywords: system; energy; genetic algorithm; battery ... See more keywords