Recent Advances in Swarm Intelligence and Evolutionary Computation
This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristi...
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2015
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oai:scholar.dlu.edu.vn:DLU123456789-577482023-11-11T05:51:15Z Recent Advances in Swarm Intelligence and Evolutionary Computation Yang, Xin-She Engineering Evolutionary computation Swarm intelligence This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others. 2015-08-24T08:28:34Z 2015-08-24T08:28:34Z 2015 Book 978-3-319-13826-8 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57748 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Engineering Evolutionary computation Swarm intelligence |
| spellingShingle |
Engineering Evolutionary computation Swarm intelligence Yang, Xin-She Recent Advances in Swarm Intelligence and Evolutionary Computation |
| description |
This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others. |
| format |
Book |
| author |
Yang, Xin-She |
| author_facet |
Yang, Xin-She |
| author_sort |
Yang, Xin-She |
| title |
Recent Advances in Swarm Intelligence and Evolutionary Computation |
| title_short |
Recent Advances in Swarm Intelligence and Evolutionary Computation |
| title_full |
Recent Advances in Swarm Intelligence and Evolutionary Computation |
| title_fullStr |
Recent Advances in Swarm Intelligence and Evolutionary Computation |
| title_full_unstemmed |
Recent Advances in Swarm Intelligence and Evolutionary Computation |
| title_sort |
recent advances in swarm intelligence and evolutionary computation |
| publisher |
Springer |
| publishDate |
2015 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57748 |
| _version_ |
1819795596189368320 |