Recent Advances in Swarm Intelligence Algorithms and Their Applications
This reprint comprises a collection of 20 articles that were accepted and published in the Special Issue titled " Recent Advances in Swarm Intelligence Algorithms and Their Applications" of the MDPI journal Mathematics. These articles cover a wide range of topics related to swarm intelligence algori...
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| 格式: | Online |
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| 語言: | 英语 |
| 出版: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| 在線閱讀: | ONIX_20230808_9783036582542_55 |
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| _version_ | 1869526435169828864 |
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| collection | Directory of Open Access Books |
| description | This reprint comprises a collection of 20 articles that were accepted and published in the Special Issue titled " Recent Advances in Swarm Intelligence Algorithms and Their Applications" of the MDPI journal Mathematics. These articles cover a wide range of topics related to swarm intelligence algorithms and their theories. The topics include improvements in algorithm mechanisms, fusion algorithms, multiobjective optimization, and the optimization of large-scale problems, as well as the application of swarm intelligence in various fields such as engineering optimization problems, vehicle swarm motion, viscoelastic Maxwell-type DVA, and deep learning. It is hoped that this reprint will be helpful for scholars engaged in the field of swarm intelligence and also suitable for researchers interested in staying updated with the latest advancements in swarm intelligence algorithms and their applications. Nowadays, swarm intelligence is closely intertwined with various aspects of life. This reprint aims to provide readers with an understanding of these developments and further expand the application boundaries of such algorithms. |
| format | Online |
| id | doab-20.500.12854ir-112549 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1125492024-03-30T12:51:28Z Recent Advances in Swarm Intelligence Algorithms and Their Applications Dong, Jian preference incorporation ant colony optimisation grey wolf optimisation interval outranking multi-criteria decision analysis swarm intelligence algorithms piecewise linearization optimization parameter tuning approximation experimental comparison graph convolutional network relation extraction machine learning natural language processing metaheuristic algorithms Whale Optimization Algorithm HBA radial distribution systems power loss sensitivity analysis DG optimal allocation voltage deviation capacitor banks electricity market optimal bidding Harris Hawk Optimization multi layered neural network bi-level optimization strategic bidding ground-penetrating radar (GPR) cavity morphology recognition few-shot learning (FSL) deep learning (DL) relation network (RelationNet) unmanned aerial vehicle swarm antenna array near-field beamforming array element position error compensation spatial area division economic load dispatch pigeon-inspired optimizer oppositional-based learning swarm intelligence algorithm oppositional-based pigeon-inspired optimizer tunicate swarm algorithm chaotic mapping Lévy flight strategy benchmark test functions engineering design problems meta-heuristic large-scale agents attack and defense multi-population mean-field game high-dimensional solution space neural networks bat algorithm hybrid strategy energy harvesting NOMA cognitive relay network multimodal optimization multiple optima partition-based random search niching global optimization problems moth-flame optimization premature convergence population diversity grey wolf optimization swarm intelligence real world application spiking neural P system AEC system LMS neuromorphic architecture FPGA Harris hawks optimization elite opposition-based learning Sobol sequence nonlinear weight Gaussian walk learning particle swarm optimization algorithm dynamic vibration absorber Maxwell-type inerter negative stiffness chaotic-based PPE algorithm meta-heuristic algorithm chaotic maps Mahjong differential evolution deficiency number combinatorial optimization reinforcement learning multi-agent reinforcement learning self play population play n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science This reprint comprises a collection of 20 articles that were accepted and published in the Special Issue titled " Recent Advances in Swarm Intelligence Algorithms and Their Applications" of the MDPI journal Mathematics. These articles cover a wide range of topics related to swarm intelligence algorithms and their theories. The topics include improvements in algorithm mechanisms, fusion algorithms, multiobjective optimization, and the optimization of large-scale problems, as well as the application of swarm intelligence in various fields such as engineering optimization problems, vehicle swarm motion, viscoelastic Maxwell-type DVA, and deep learning. It is hoped that this reprint will be helpful for scholars engaged in the field of swarm intelligence and also suitable for researchers interested in staying updated with the latest advancements in swarm intelligence algorithms and their applications. Nowadays, swarm intelligence is closely intertwined with various aspects of life. This reprint aims to provide readers with an understanding of these developments and further expand the application boundaries of such algorithms. 2023-08-08T15:26:51Z 2023-08-08T15:26:51Z 2023 book ONIX_20230808_9783036582542_55 9783036582542 9783036582559 https://directory.doabooks.org/handle/20.500.12854/112549 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/7675 https://mdpi.com/books/pdfview/book/7675 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-8255-9 10.3390/books978-3-0365-8255-9 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036582542 9783036582559 494 Basel open access |
| spellingShingle | preference incorporation ant colony optimisation grey wolf optimisation interval outranking multi-criteria decision analysis swarm intelligence algorithms piecewise linearization optimization parameter tuning approximation experimental comparison graph convolutional network relation extraction machine learning natural language processing metaheuristic algorithms Whale Optimization Algorithm HBA radial distribution systems power loss sensitivity analysis DG optimal allocation voltage deviation capacitor banks electricity market optimal bidding Harris Hawk Optimization multi layered neural network bi-level optimization strategic bidding ground-penetrating radar (GPR) cavity morphology recognition few-shot learning (FSL) deep learning (DL) relation network (RelationNet) unmanned aerial vehicle swarm antenna array near-field beamforming array element position error compensation spatial area division economic load dispatch pigeon-inspired optimizer oppositional-based learning swarm intelligence algorithm oppositional-based pigeon-inspired optimizer tunicate swarm algorithm chaotic mapping Lévy flight strategy benchmark test functions engineering design problems meta-heuristic large-scale agents attack and defense multi-population mean-field game high-dimensional solution space neural networks bat algorithm hybrid strategy energy harvesting NOMA cognitive relay network multimodal optimization multiple optima partition-based random search niching global optimization problems moth-flame optimization premature convergence population diversity grey wolf optimization swarm intelligence real world application spiking neural P system AEC system LMS neuromorphic architecture FPGA Harris hawks optimization elite opposition-based learning Sobol sequence nonlinear weight Gaussian walk learning particle swarm optimization algorithm dynamic vibration absorber Maxwell-type inerter negative stiffness chaotic-based PPE algorithm meta-heuristic algorithm chaotic maps Mahjong differential evolution deficiency number combinatorial optimization reinforcement learning multi-agent reinforcement learning self play population play n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science Recent Advances in Swarm Intelligence Algorithms and Their Applications |
| title | Recent Advances in Swarm Intelligence Algorithms and Their Applications |
| title_full | Recent Advances in Swarm Intelligence Algorithms and Their Applications |
| title_fullStr | Recent Advances in Swarm Intelligence Algorithms and Their Applications |
| title_full_unstemmed | Recent Advances in Swarm Intelligence Algorithms and Their Applications |
| title_short | Recent Advances in Swarm Intelligence Algorithms and Their Applications |
| title_sort | recent advances in swarm intelligence algorithms and their applications |
| topic | preference incorporation ant colony optimisation grey wolf optimisation interval outranking multi-criteria decision analysis swarm intelligence algorithms piecewise linearization optimization parameter tuning approximation experimental comparison graph convolutional network relation extraction machine learning natural language processing metaheuristic algorithms Whale Optimization Algorithm HBA radial distribution systems power loss sensitivity analysis DG optimal allocation voltage deviation capacitor banks electricity market optimal bidding Harris Hawk Optimization multi layered neural network bi-level optimization strategic bidding ground-penetrating radar (GPR) cavity morphology recognition few-shot learning (FSL) deep learning (DL) relation network (RelationNet) unmanned aerial vehicle swarm antenna array near-field beamforming array element position error compensation spatial area division economic load dispatch pigeon-inspired optimizer oppositional-based learning swarm intelligence algorithm oppositional-based pigeon-inspired optimizer tunicate swarm algorithm chaotic mapping Lévy flight strategy benchmark test functions engineering design problems meta-heuristic large-scale agents attack and defense multi-population mean-field game high-dimensional solution space neural networks bat algorithm hybrid strategy energy harvesting NOMA cognitive relay network multimodal optimization multiple optima partition-based random search niching global optimization problems moth-flame optimization premature convergence population diversity grey wolf optimization swarm intelligence real world application spiking neural P system AEC system LMS neuromorphic architecture FPGA Harris hawks optimization elite opposition-based learning Sobol sequence nonlinear weight Gaussian walk learning particle swarm optimization algorithm dynamic vibration absorber Maxwell-type inerter negative stiffness chaotic-based PPE algorithm meta-heuristic algorithm chaotic maps Mahjong differential evolution deficiency number combinatorial optimization reinforcement learning multi-agent reinforcement learning self play population play n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science |
| topic_facet | preference incorporation ant colony optimisation grey wolf optimisation interval outranking multi-criteria decision analysis swarm intelligence algorithms piecewise linearization optimization parameter tuning approximation experimental comparison graph convolutional network relation extraction machine learning natural language processing metaheuristic algorithms Whale Optimization Algorithm HBA radial distribution systems power loss sensitivity analysis DG optimal allocation voltage deviation capacitor banks electricity market optimal bidding Harris Hawk Optimization multi layered neural network bi-level optimization strategic bidding ground-penetrating radar (GPR) cavity morphology recognition few-shot learning (FSL) deep learning (DL) relation network (RelationNet) unmanned aerial vehicle swarm antenna array near-field beamforming array element position error compensation spatial area division economic load dispatch pigeon-inspired optimizer oppositional-based learning swarm intelligence algorithm oppositional-based pigeon-inspired optimizer tunicate swarm algorithm chaotic mapping Lévy flight strategy benchmark test functions engineering design problems meta-heuristic large-scale agents attack and defense multi-population mean-field game high-dimensional solution space neural networks bat algorithm hybrid strategy energy harvesting NOMA cognitive relay network multimodal optimization multiple optima partition-based random search niching global optimization problems moth-flame optimization premature convergence population diversity grey wolf optimization swarm intelligence real world application spiking neural P system AEC system LMS neuromorphic architecture FPGA Harris hawks optimization elite opposition-based learning Sobol sequence nonlinear weight Gaussian walk learning particle swarm optimization algorithm dynamic vibration absorber Maxwell-type inerter negative stiffness chaotic-based PPE algorithm meta-heuristic algorithm chaotic maps Mahjong differential evolution deficiency number combinatorial optimization reinforcement learning multi-agent reinforcement learning self play population play n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science |
| url | ONIX_20230808_9783036582542_55 |