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Information Sciences, 2017 Abstract Like elitism, parent inheritance plays an important role to decide the quality of offspring and it is believed that the parents with high intelligence quotient (IQ) like to produce children with high IQ. Inspiring this concept, the improved pool of an initial random population involving the best set of chromosomes are incorporated in the ...
Mithilesh Kumar, Chandan Guria
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Digital Inheritance and Development of Ethnic Folk Oral Literature Based on Genetic Algorithm
2024 5th International Conference for Emerging Technology (INCET)Genetic algorithm is an optimization algorithm that simulates the process of biological evolution. It is based on natural selection and genetic evolution theory, and searches for the optimal solution of a problem by simulating the crossover and mutation ...
Na Zhao
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The Concept of Confidence for Inheritance-Based Genetic Algorithms
, 2013 In this article the possibility of saving evaluations during the running of the genetic algorithm is investigated. The study begins with the presentation of the concept on inheritance, already proposed in literature. The article develops further this idea with the addition of the concept of confidence, enabling the possibility of new schemes of ...
José Rodríguez-Ortiz +2 more
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International Journal of Advanced Intelligence Paradigms, 2022 Harihar Kalia +2 more
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2023 IEEE 3rd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA), 2023 Mabroukah Amarif
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Genetic Algorithm PID Control of Second-Order Analog Circuit System
International Conference on System Science and Engineering, 2022This paper is a practical paper, mainly focusing on the application of genetic algorithm in control. The controlled system is a second-order analog circuit system.
Jen-Hsing Li
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IMGA: Improved Microbial Genetic Algorithm
IEEE International Conference on Software Quality, Reliability and Security Companion, 2022The traditional Genetic Algorithm is not only easy to fall into the local optimal solution, but also has poor stability. In response to this problem, I. Harvey proposed a Microbial Genetic Algorithm.
Yifei Liu, Yankun Gao, Yang Liu
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A Genetic Algorithm with Memory Function
2022 4th International Academic Exchange Conference on Science and Technology Innovation (IAECST), 2022A genetic algorithm with memory function (GA_MF) is proposed in this paper to improve the performance of the algorithm by using the historical search information.
Hongbo Gao, Ping Zhao, Qiangda Yang
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Analysis of Inheritance of Criminal Behavior from the Parents Using Genetic Algorithm
Arindam Banerjee
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Two-Stage Genetic Algorithm for Designing Long Short Term Memory (LSTM) Ensembles
IEEE Congress on Evolutionary Computation, 2021Long Short Term Memory (LSTM) is a special kind of Recurrent Neural Networks popularly used in various applications. However, using a single LSTM is often not enough to attain reliable performance on complicated machine learning tasks.
Ramya Anasseriyil Viswambaran +3 more
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