Design and analysis of algorithms: a contemporary perspective
Sandeep Sen, Amit Kumar (Cambridge University Press, 2019)
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The text covers important algorithm design techniques, such as greedy algorithms, dynamic programming, and divide-and-conquer, and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures such as skip-lists to dimensionality reduction methods. |
No. Panggil : | 005.1 SEN d |
Entri utama-Nama orang : | |
Entri tambahan-Nama orang : | |
Subjek : | |
Penerbitan : | Cambridge: Cambridge University Press, 2019 |
Sumber Pengatalogan: | LibUI eng rda |
ISBN: | 9781108496827 |
Tipe Konten: | text |
Tipe Media: | unmediated |
Tipe Carrier: | volume |
Edisi: | |
Catatan Seri: | |
Catatan Umum: | Includes bibliographical references and index |
Catatan Versi Asli: | |
Deskripsi Fisik: | xxvi, 367 pages : illustrations ; 25 cm |
Lembaga Pemilik: | Universitas Indonesia |
Lokasi: | Perpustakaan UI, Lantai 2 |
No. Panggil | No. Barkod | Ketersediaan |
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005.1 SEN d | 01-18-11029 | Tgl Kembali:2024-11-13 |
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Tidak ada ulasan pada koleksi ini: 20510525 |