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Variants of evolutionary algorithms for real-world applications

Raymond Chiong, Thomas Weise, and Zbigniew Michalewicz ([, Springer], 2012)

 Abstrak

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.

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 Metadata

No. Panggil : e20418128
Entri utama-Nama orang :
Entri tambahan-Nama orang :
Subjek :
Penerbitan : Berlin: [, Springer], 2012
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: unmediated
Tipe Pembawa: online resource
Deskripsi Fisik:
Tautan: http://link.springer.com/book/10.1007%2F978-3-642-23424-8
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e20418128 TERSEDIA
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