Evolutionary Algorithms and Neural Networks: Theory and Applications

Evolutionary Algorithms and Neural Networks: Theory and Applications by Seyedali Mirjalili
English | PDF,EPUB | 2018 (2019 Edition) | 164 Pages | ISBN : 3319930249 | 12.28 MB
This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.
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Ad Hoc Networks

Nathalie Mitton, Melike Erol Kantarci, Antoine Gallais, "Ad Hoc Networks"
2015 | pages: 266 | ISBN: 3319250663 | PDF | 17,0 mb
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Corruption in the Iberian Empires  Greed, Custom, and Colonial Networks

Corruption in the Iberian Empires : Greed, Custom, and Colonial Networks
by Christoph Rosenmuller
English | 2017 | ISBN: 082635825X | 237 Pages | PDF | 2.53 MB

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Cooperative Spectrum Sensing and Resource Allocation Strategies in Cognitive Radio Networks

Cooperative Spectrum Sensing and Resource Allocation Strategies in Cognitive Radio Networks by Xavier Fernando
English | EPUB | 2018 (2019 Edition) | 117 Pages | ISBN : 3319739565 | 2.16 MB
Cognitive radio networks (CRN) will be widely deployed in the near future, and this SpringerBrief covers some important aspects of it, as well as highlighting optimization strategies in Resource Allocation and Spectrum Sensing in CRNs. The cognitive approach in radio access is introduced in the first part of this SpringerBrief, and then next the benefits of cooperative spectrum sensing are highlighted and a framework for studying it under realistic channel conditions is described. New exact closed-form expressions for average false alarm probability and average detection probability are derived in this scenario. A novel approximation to alleviate the computational complexity of the proposed models are also discussed.
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Deep Learning & Tensorflow Neural Networks & AI In Python

Deep Learning & Tensorflow: Neural Networks & AI In Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 6 Hours | Lec: 33 | 740 MB
Genre: eLearning | Language: English

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Neural Networks in Unity: C# Programming for Windows 10
English | 2018 | ISBN: 1484236726 | 158 Pages | PDF/EPUB | 9.15 MB
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Mike Meyers’ CompTIA Network+ Guide to Managing and Troubleshooting Networks Lab Manual (Exam N10-007)
English | 20 July 2018 | ISBN: 1260121208 | 512 Pages | EPUB | 13.25 MB
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SSCP Cert Prep 6 Networks and Communications Security
SSCP Cert Prep: 6 Networks and Communications Security
MP4 | Video: 720p | Duration: 3:00:25 | English | Subtitles: VTT | 337.4 MB


The Systems Security Certified Practitioner (SSCP) certification is an excellent entry point to a career in IT security. To help you prepare for the SSCP exam, instructor Mike Chapple has designed a series of courses covering each domain. In this installment, Mike covers the objectives of Networks and Communications Security, Domain 6, which comprises 16% of the questions on the exam. Topics include TCP/IP networking, configuring network security devices, and identifying the different types of network attacks. Plus, learn how to secure your network with firewall rules, switch and router configuration, and network monitoring; protect your telecommunications; and understand the unique features and vulnerabilities of wireless networks.
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Deep Learning By Example : A Hands-on Guide to Implementing Advanced Machine Learning Algorithms and Neural Networks
English | 2018 | ISBN: 1788399900 | 442 Pages | PDF/EPUB | 8.7/12 MB
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Ethical Hacking Module 3 Scanning Networks
Ethical Hacking Module 3 Scanning Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 485 MB
Genre: eLearning | Language: English


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