000 02190cam a2200241 i 4500
003 BR-SpNIC
005 20230630214740.0
008 191227s2020 maua b 001 0 eng
010 _a 2019040771
020 _a9780262539029 (paperback)
040 _aDLC
_beng
_erda
_cDLC
_dDLC
042 _apcc
082 0 0 _a005.13
_223
100 1 _aLouridas, Panos
_eauthor.
_94088
245 1 0 _aAlgorithms
264 1 _aCambridge, Massachusetts :
_bThe MIT Press,
_c2020.
300 _axxi, 280 p.
_billustrations ;
_c18 cm.
490 0 _aMIT Press essential knowledge series
_94089
520 _a"This book is an introduction to algorithms targeting an audience with little to no computer science background. In this book, algorithms from a wide area are presented: from music to searching and sorting, to deep learning, to graphs. The author shows how algorithms are used in practice. A unique feature of the book is that it focuses on showing how algorithms really work; not just what algorithms can do. There are many books discussing that and delving in technological applications and their implications. The book aims to show not just what algorithms can do, but how they do it. Louridas covers a wide range of algorithms. He does not shy away from classic algorithms such as searching and sorting, as they are the workhorses of most applications; at the same time, he also covers a wide expanse, such as algorithms in music, non-traditional searching (like the secretary problem), graphs, and the PageRank algorithm. He introduces deep learning, showing how it works in practice, and gives an overview of the limits of computability. He finishes up the text with an eclectic discussion of implications. Most books on algorithms are either too technical, or not technical at all - showing what the algorithms do, without showing how. This book aims at striking a balance between the two methods. Algorithms should be, and can be explained, in simple terms. To repeat, an algorithm should be explained so that a human can execute it with a pen and paper"--
_cProvided by publisher.
650 0 _aAlgoritmos
_9345
650 0 _aCiência da computação
_93217
942 _2ddc
_cL
_k005.13
_mL892a
999 _c1974
_d1974