Variants of evolutionary algorithms for real-world applications
Raymond Chiong, Thomas Weise, and Zbigniew Michalewicz ([, Springer], 2012)
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This book “Variants of Evolutionary Algorithms for Real-World Applications” aims to promote the practitioner’s view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing a range of real-world problems such as production process planning, inventory system and supply chain network optimisation, task-based jobs assignment, planning for CNC-based work piece construction, mechanical/ship design tasks that involve runtime-intense simulations, data mining for the prediction of soil properties, automated tissue classification for MRI images, and database query optimisation, among others. |
Variants of Evolutionary Algorithms for Real-World Applications.pdf :: Unduh
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No. Panggil : | e20418128 |
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Penerbitan : | Berlin: [, Springer], 2012 |
Sumber Pengatalogan: | LibUI eng rda |
Tipe Konten: | text |
Tipe Media: | unmediated |
Tipe Pembawa: | online resource |
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Tautan: | http://link.springer.com/book/10.1007%2F978-3-642-23424-8 |
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No. Panggil | No. Barkod | Ketersediaan |
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e20418128 | TERSEDIA |
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