Hands-On Genetic Algorithms with Python: Applying genetic algorithms to solve real-world deep learning and artificial intelligence problems
Eyal Wirsansky
Informasi Umum
Kode
21.21.239
Klasifikasi
005.133 - Special programming techniques-specific programming language
Jenis
Buku - Elektronik (E-Book)
Subjek
Specific Programming Languages
No. Rak
Tel-U Gedung Manterawu Lantai 5 : Rak 2
Tel-U Purwokerto : Rak 2
Dilihat
100 kali
Informasi Lainnya
Abstraksi
Genetic algorithms are a family of search, optimization, and learning algorithms inspired by the principles of natural evolution. By imitating the evolutionary process, genetic algorithms can overcome hurdles encountered in traditional search algorithms and provide high-quality solutions for a variety of problems. This book will help you get to grips with a powerful yet simple approach to applying genetic algorithms to a wide range of tasks using Python, covering the latest developments in artificial intelligence.
After introducing you to genetic algorithms and their principles of operation, you'll understand how they differ from traditional algorithms and what types of problems they can solve. You'll then discover how they can be applied to search and optimization problems, such as planning, scheduling, gaming, and analytics. As you advance, you'll also learn how to use genetic algorithms to improve your machine learning and deep learning models, solve reinforcement learning tasks, and perform image reconstruction. Finally, you'll cover several related technologies that can open up new possibilities for future applications.
By the end of this book, you'll have hands-on experience of applying genetic algorithms in artificial intelligence as well as in numerous other domains.
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- CII633 - ANALISIS ALGORITMA
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- CII2C2 - ANALISIS KOMPLEKSITAS ALGORITMA
- CII2C2 - ANALISIS KOMPLEKSITAS ALGORITMA
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- CII523 - PEMBEKALAN ANALISIS ALGORITMA
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- CII2K3 - STRATEGI ALGORITMA
- ISI2C4 - STRUKTUR DATA DAN ALGORITMA
- CII1F4 - ALGORITMA PEMROGRAMAN
- CII2C2 - ANALISIS KOMPLEKSITAS ALGORITMA
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- ISI1E4 - Algoritma dan Pemrograman **
- ISJ1E3 - Pengantar Pemrograman dan Logika*
- DDK1KAB4 - Algoritma dan Pemrograman Komputer
- CCK2AAB4 - Struktur Data
- CDK2BAB2 - Analisis Kompleksitas Algoritma
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- ACK2AAB3 - Struktur Data
- CDK1GAB4 - Algoritma Pemrograman
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- AEK2CAB2 - Pemrograman Lanjut
- AZK1IAB1 - Praktikum Algoritma dan Pemrograman
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- AZK1DAB3 - Algoritma dan Pemrograman
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- AZK1DAB3 - Algoritma Dan Pemrograman
- GCK1AAB4 - Algoritma dan Pemrograman
- GEK1EAB3 - Algoritma dan Pemrograman
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- GIK1AAB4 - Algoritma dan Pemrograman
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Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Eyal Wirsansky |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Packt Publishing |
| Kota | New York |
| Tahun | 2020 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
