PLoS ONE, 2022 Evolutionary computing (EC) is an area of computer sciences and applied mathematics covering heuristic optimization algorithms inspired by evolution in Nature.
Alexander V Spirov +1 more
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Metaheuristic Approaches for One-Dimensional Bin Packing Problem: A Comparative Performance Study
IEEE Access, 2020 Nature-inspired metaheuristic algorithms have steadily gained popularity over the last two decades. They have been applied to a plethora of optimization problems both in continuous and combinatorial domains. In this paper, the one-dimensional bin packing
Chanalea Munien +5 more
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Accelerating genetic schema processing through local search [PDF]
, 2013 peer reviewedAchieving a balance between the exploration and exploitation capabilities of genetic algorithms is a key factor for their success in solving complicated search problems.
Aref, Ibrahim A. +2 more
core +1 more source
Optimal coverage multi-path scheduling scheme with multiple mobile sinks for WSNs [PDF]
, 2020 Wireless Sensor Networks (WSNs) are usually formed with many tiny sensors which are randomly deployed within sensing field for target monitoring. These sensors can transmit their monitored data to the sink in a multi-hop communication manner.
Gao, Yu +4 more
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A Building-Block Favoring Method for the Topology Optimization of Internal Antenna Design
International Journal of Antennas and Propagation, 2015 This paper proposes a new design technique for internal antenna development. The proposed method is based on the framework of topology optimization incorporated with three effective mechanisms favoring the building blocks of associated optimization ...
Yen-Sheng Chen
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A Generalized Approach to Optimization of Relational Data Warehouses Using Hybrid Greedy and Genetic Algorithms [PDF]
Scientific Annals of Computer Science, 2009 As far as we know, in the open scientific literature, there is no generalized framework for the optimization of relational data warehouses which includes view and index selection and vertical view fragmentation.
G. Velinov +2 more
doaj
Optimization Design of Computer Network Reliability Based on Genetic Algorithms
Chemical Engineering Transactions, 2016 With the acceleration of the process of information society, not only the user's computer communication networks is increasing, but also the rapid expansion of computer communication network connecting regional scale and network connections.
L.J. Liu
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A Schema-Based DNA Algorithm Applicable on Graphics Processing Units
IEEE Access, 2016 In this paper, an evolutionary algorithm inspired by biological deoxyribonucleic acid (DNA) computing is proposed to perform the task of optimization.
Kao-Shing Hwang +2 more
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A self-organizing random immigrants genetic algorithm for dynamic optimization problems [PDF]
, 2007 This is the post-print version of the article. The official published version can be obtained from the link below - Copyright @ 2007 SpringerIn this paper a genetic algorithm is proposed where the worst individual and individuals with indices close to ...
D.A. Goldberg +9 more
core +3 more sources
Studying the capacity of cellular encoding to generate feedforward neural network topologies [PDF]
, 2004 Proceeding of: IEEE International Joint Conference on Neural Networks, IJCNN 2004, Budapest, 25-29 July 2004Many methods to codify artificial neural networks have been developed to avoid the disadvantages of direct encoding schema, improving the search ...
Galván, Inés M. +3 more
core +2 more sources