Evolution of artificial neural network controller for a boost converter

... different artificial intelligence techniques viz., Artificial Neural Networks, Particle Swarm Optimization Algorithm and Genetic Algorithms 2.1 Artificial Neural Networks Artificial neural networks are ... compared to a conventional PI controller and the advantages explained and finally the proposed approach for the design of the architecture of the ANN is compared to...

Ngày tải lên: 05/10/2015, 22:04

... use of Artificial Neural Networks (ANN) because of their capabilities to adapt and to generalise to new situations In order to link the neural learning/adaptation processes to their artificial replica, ... that ballistic movements can be managed by feed-forward controllers without using visual information as feedback Some common characteristics are generally shared by ballistic moveme...

Ngày tải lên: 19/06/2014, 10:20

... with that of the standard pattern situated at a certain location, and that, at the same time, the lower part of this input pattern matches with that of the same standard pattern situated at another ... network has an ability of position- invariant patternrecognition In the field of engineering, many methods for pattern recognition have ever been proposed, and seve...

Ngày tải lên: 08/07/2014, 17:02

... signals are compared with the output of a single UP/DOWN counter and processed through a logic block to generate the PWM outputs for for for for for (5) for for for for for for for for for for ... -phase P states and performed with the and signals only Similar operations are signals of all the phases and all the The drive performance was evaluated in detail by simulati...

Ngày tải lên: 22/12/2013, 08:16

... global analysis and structural analysis As an example of the first category, we find techniques such as template matching, moment invariant, mathematical transforms (Fourier, Walsh, Hadamard, ... degree of correlation between a feature’s template and the input image A value of indicates that a feature template did not match the digit image; a value of indicates a complete ma...

Ngày tải lên: 28/04/2014, 10:10

... structure for the motor drive control was introduced Artificial neural network based adaptive controller for DC motors 22 Chapter ANN based Adaptive Controller Chapter ANN BASED ADAPTIVE CONTROLLER ... a2 Figure 3.1 Block diagram for the ANN based Adaptive Controller Artificial neural network based adaptive controller for DC motors 24...

Ngày tải lên: 30/09/2015, 14:16

... (Canny_PCA_ANN) improved the Classification Accuracy than Rapid Facial Expression Classification Using Artificial Neural Networks [10] and Facial Expression Classification Using Multi Artificial ... Expression Classification Using Multi Artificial Neural Network [11] in the same JAFFE database In this paper, we suggest a new method using Canny, Principal...

Ngày tải lên: 28/04/2014, 10:06

... INeuronStrategy, called BackPropNeuronStrategy (for a backward propagation neural network) A Neural Network is initialized and connections betweens layers are made by a neural network factory A Factory ... BrainNet library Understanding Neural Networks One fascinating thing about artificial neural networks is that, they are mainly inspired by the human brain This d...

Ngày tải lên: 28/04/2014, 10:10

... coordinatetransformation problem and proposed an iterative control learning algorithm Our research dealt with a sensory-motor transformation based on a nonhierarchical layered architecture which translated ... a model for the formation of limb trajectories, based on a neural network architecture The task under consideration was that of reaching a target defined in terms...

Ngày tải lên: 28/04/2014, 10:16

... 0.157 data in order to compare the robustness of the proposed pairwise and multiclass recognition systems The performances of the pairwise and multiclass recognition systems over different noise levels ... Performances of the pairwise and multiclass recognition systems versus the numbers of samples per subject Solid lines and bars are the mean and 2σ inte...

Ngày tải lên: 22/06/2014, 19:20

... offline… Nhà phát hành Thu thập liệu Từ trang tin game tiếng : playpark.vn, gamek.vn, gamethu.vnexpress.net… Từ diễn đàn game: http://forum.gamevn.com/; http://www.gameviet24h.net/ ; Neural networks ... công nghiệp game online VN Sự bão hòa tựa game lựa chọn ngày khắc khe game thủ Nhu cầu khảo sát doanh nghiệp trước phát hành tựa game • Phạm vi tìm hiểu: Artificial Neural...

Ngày tải lên: 24/08/2015, 22:46

... MODEL FOR SYSTEM OF ROTARY INVERTED PENDULUM Figure Calculation model for system of a rotary inverted pendulum The system of a rotary inverted pendulum shown in Figure consists of a pendulum attached ... of Matlab in next sections III IDENTIFYING AND CONTROLLING ROTARY INVERTED PENDULUM SYSTEM BY ARTIFICIAL NEURAL NETWORK The artificial neural...

Ngày tải lên: 31/10/2015, 10:42

... you can measure So talk of the scale of a leaf or a landscape makes no sense How big is a leaf ? Some leaves are as big as your thumbnail; others are as long as your arm The landscape for a bear ... National Park, a complete replica on a small scale of the flora and fauna of a much larger area.” You cannot make a Xerox reduction of nature and stash it away in...

Ngày tải lên: 17/02/2014, 17:20

... (Section 2.5) was used for evolving the MLP for the forecasting problem (Fig 3) The starting populations were initialised with the random set of MLP models (see the encoding in the Section 2.4) and ... adequate information for achieving the performance described in the results Results 3.2 Validation statistics 3.1 Evolved MLP models The validation statistics is pre...

Ngày tải lên: 17/02/2014, 22:20

... Selection of a word and acceptor to start an entire derivation Monolingual Relational Models We can characterize the language models used for analysis and generation in the transfer system as quantitative ... taken by a relational head acceptor m in s t a t e qi are: • Selection of a dependent word and acceptor given a head word and a dependency relation 2.2 T...

Ngày tải lên: 24/03/2014, 03:21