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Evolutionary Algorithms and Neural Networks: Theory and Applications

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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Neural Networks and Deep Learning Neural Networks & Deep Learning, Deep Learning, Big Data


Neural Networks and Deep Learning Neural Networks & Deep Learning, Deep Learning, Big Data

Neural Networks and Deep Learning: Neural Networks & Deep Learning, Deep Learning, Big Data by Pat Nakamoto
English | 24 Jun. 2018 | ASIN: B07F12Q94H | 217 Pages | EPUB | 2.13 MB

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Deep Learning with Keras Implementing deep learning models and neural networks with the power of Python


Deep Learning with Keras Implementing deep learning models and neural networks with the power of Python

Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python by Antonio Gulli
English | 26 Apr. 2017 | ISBN: 1787128423 | 318 Pages | MOBI | 83.36 MB

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Ad Hoc Networks

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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Bayesian Networks in Educational Assessment

Bayesian Networks in Educational Assessment

Bayesian Networks in Educational Assessment by Russell G. Almond
English | EPUB | 2015 | 678 Pages | ISBN : 149392124X | 6.45 MB
Bayesian inference networks, a synthesis of statistics and expert systems, have advanced reasoning under uncertainty in medicine, business, and social sciences. This innovative volume is the first comprehensive treatment exploring how they can be applied to design and analyze innovative educational assessments.
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Corruption in the Iberian Empires : Greed, Custom, and Colonial Networks

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

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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Design and Simulation of Spectrum Management Methods for Wireless Local Area Networks


Design and Simulation of Spectrum Management Methods for Wireless Local Area Networks

Design and Simulation of Spectrum Management Methods for Wireless Local Area Networks by Lee Rubio
English | 27 Jun. 2018 | ASIN: B07F2VNJQ8 | 972 Pages | EPUB | 2.82 MB

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Mike Meyers' CompTIA Network+ Guide to Managing and Troubleshooting Networks Lab Manual (Exam N10-007)

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Mike Meyers' Comptia Network+ Guide to Managing and Troubleshooting Networks Lab Manual, Fifth Edition (Exam N10-007) by Mike Meyers
English | 20 July 2018 | ISBN: 1260121208 | 512 Pages | EPUB | 13.25 MB
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Deep Learning & Tensorflow Neural Networks & AI In Python


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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