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Hybrid quantum search with genetic algorithm optimization [PDF]
PeerJ Computer ScienceQuantum genetic algorithms (QGA) integrate genetic programming and quantum computing to address search and optimization problems. The standard strategy of the hybrid QGA approach is to add quantum resources to classical genetic algorithms (GA), thus ...
Sebastian Mihai Ardelean, Mihai Udrescu
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Using a genetic algorithm to find molecules with good docking scores [PDF]
PeerJ Physical Chemistry, 2021 A graph-based genetic algorithm (GA) is used to identify molecules (ligands) with high absolute docking scores as estimated by the Glide software package, starting from randomly chosen molecules from the ZINC database, for four different targets ...
Casper Steinmann, Jan H. Jensen
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An improved adaptive genetic algorithm [PDF]
SHS Web of Conferences, 2022 Genetic algorithm is a classic intelligent bionic algorithm, which is evolved according to the genetic evolution process of organisms in nature, and has strong global optimization ability.
Han Shifen, Xiao Li
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A STUDY ON GENETIC ALGORITHM AND ITS APPLICATIONS
International Research Journal of Modernization in Engineering Technology and Science, 2023 We need a way to differentiate the best and worse solutions in order to get the best outcomes. A statistical model or simulation could be the metric, or it could be a subjective one where we favor better results over worse ones.
Namira Begum Sayyed
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Genetic Algorithm: Reviews, Implementations, and Applications [PDF]
Int. J. Eng. Pedagog., 2020 Nowadays genetic algorithm (GA) is greatly used in engineering pedagogy as adaptive technology to learn and solve complex problems and issues. It is a meta-heuristic approach that is used to solve hybrid computation challenges.
Tanweer Alam +3 more
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Perbandingan Fluid Genetic Algorithm dan Genetic Algorithm untuk Penjadwalan Perkuliahan
Jurnal Sisfokom, 2020 The lecture schedule is a problem that belongs to the NP-Hard problem and multi-objective problem because it has several variables that affect the preparation of the schedule and has limitations that must be met. One solution that has been found is using
Muhammad Ezar Al Rivan +1 more
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Optimization of one-dimensional wire cutting with variable length based on genetic ant colony algorithm [PDF]
MATEC Web of Conferences, 2021 This paper presents an algorithm of one-dimensional wire cutting based on genetic algorithm and ant colony algorithm. Firstly, the dominant solution is screened out by genetic algorithm and transformed into the initial accumulation of pheromone in ant ...
Xia Xin, Wan Defu
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A review on genetic algorithm: past, present, and future
Multimedia tools and applications, 2020 In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic algorithms of great interest in research community are selected for analysis.
Sourabh Katoch, S. Chauhan, Vijay Kumar
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Российский технологический журнал, 2020 The genetic algorithm of clustering of analysis objects in different data domains has been offered within the hybrid concept of intelligent information technologies development aimed to support decision-making.
M. A. Anfyorov
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A Hybrid Genetic Algorithm Based on Information Entropy and Game Theory
IEEE Access, 2020 To overcome the disadvantages of traditional genetic algorithms, which easily fall to local optima, this paper proposes a hybrid genetic algorithm based on information entropy and game theory.
Li Jiacheng, Li Lei
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