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Clever Algorithms: Nature-Inspired Programming Recipes

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3.67  ·  Rating details ·  46 ratings  ·  8 reviews
The book "Clever Algorithms: Nature-Inspired Programming Recipes" by Jason Brownlee PhD describes 45 algorithms from the the field of Artificial Intelligence. All algorithm descriptions are complete and consistent to ensure that they are accessible, usable and understandable by a wide audience.

5 Reasons To Read:

45 algorithms described.
Designed specifically for Programmers,
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Paperback, First Edition, 436 pages
Published January 2011 by LuLu
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Rod Hilton
Jan 30, 2015 rated it really liked it
This book is really excellent if you're into metaheuristics and natural algorithms. A great deal of my graduate computer science research was in this field and I have dozens and dozens of books on the subject, but this is by far my favorite.

Jason Brownlee neatly categorizes most of the well-known metaheustics and nature-inspired algorithms and, for each one, explains how it works, why it works, when to use it, and even provides working examples written in Ruby. This might simply be bias talking
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Daniel Korzekwa
Feb 09, 2011 rated it it was ok
After reading foreword and preface to this book my expectations were really high and I couldn't wait to start reading it. It was mostly due to a promise given be Jason Brownlee, author of this book, to provide consistent and well structured introduction to many algorithms from areas of stochastic optimisation, neural networks, probabilistic algorithms and others. Regretfully, I was a bit disappointed with a number of details given on presented algorithms, which was fine when I was reading on som ...more
Sri
Feb 13, 2011 rated it liked it
Shelves: geeky
Buku ini dibaca bareng satu kelas :). Buku ini lebih cocok jika dijadikan referensi oleh orang-orang yang sudah mempelajari dan memahami berbagai macam metode AI yang ada di buku ini kemudian ingin mempraktekkannya. Kalau belum paham masing-masing metode yang dijelaskan, melongo aja membaca deskripsinya. Memang ringkas dan praktis tapi untuk memahaminya perlu referensi lain yang lebih detail dalam menerangkannya dan ada contoh kasus. Ini bukan pendapat sendiri saja, tapi mayoritas satu kelas men ...more
Brian
Feb 14, 2011 rated it it was amazing
This is a very clear and consistent treatment of algorithms useful (but not limited to) in the field of Computational Intelligence. It includes complete descriptions, inspiration, heuristics, pseudo-code and runnable Ruby language examples, plus overviews and introductions to different Artificial Intelligence subjects. The author's intent is to provide a consistent reference of these algorithms for scientists, engineers and programmers. It belongs on any shelf dedicated to the study of AI.
Martijn Onderwater
Mar 12, 2012 rated it liked it
Useful as a reference, but not as a textbook for learning the algorithms. The algorithms are not explained in detail, hence it is difficult to determine if a certain idea is appropriate for a specific problem. Still, it was worth reading.
Nelson Faria
Apr 23, 2012 rated it really liked it
Really good overview for the existing AI algorithms.
A must read for everyone interested in the area.
Hahn hahn
Apr 10, 2011 rated it really liked it
buku bagi yang mau belajar AI. lumayan lengkap dan ringkas. Tapi buku ini cuma referensi saja, musti baca buku lain kalau mau memahami lebih dalam. :D
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