Industrial Engineer from the Pontifical Catholic University of Paraná (2008/2012) and Master in Production and Systems Engineering also from the Pontifical Catholic University of Paraná (2013/2015). PhD in Production and Systems Engineering at Pontifical Catholic University of Paraná (2015/2019). Works in the area of Production Engineering, with emphasis on Operations Research, sub-areas: Modeling, Analysis and Simulation of Productive Systems; Decision-making processes; Time Series Analysis and Forecasting; Intelligent Systems (Artificial Neural Networks); Mathematical Programming and Optimization (Linear, Integer, Mixed and Non-Linear Programming; Global Optimization: Genetic Algorithms, Simulated Annealing, Tabu Search, Direct Search, Multiobjective Optimization, Swarm Optimization, among other techniques); and Data Mining (Big Data).

Question

Matlab returns which epoch's weights of a Neural Network training?

If I trained my Neural Network until 10 iterations and my best validation epoch is 3, Matlab will return the weights from the 10...

25 days ago | 0 answers | 0

Answered

i want to train neural network with nntool but input and target size donot match error occur

The input and targets must be 4x81 and 1x81. Use the transpose function.

i want to train neural network with nntool but input and target size donot match error occur

The input and targets must be 4x81 and 1x81. Use the transpose function.

25 days ago | 0

Answered

Which epoch is the training result of the train function

For a shallow neural network you can use the code: net.trainParam.max_fail = x where x is the number of fails in increase the ...

Which epoch is the training result of the train function

For a shallow neural network you can use the code: net.trainParam.max_fail = x where x is the number of fails in increase the ...

27 days ago | 0

Question

How to use weights and bias from Neural Network Toolbox for classification

I found a code in Matlab Answers for regression: x = 0:0.1:10; % input dimension 1x101 y = sin(x); % output dimension 1x101 ...

29 days ago | 0 answers | 0

Answered

How Matlab calculate the centroid of a polyshape?

From http://paulbourke.net/geometry/polygonmesh/: Where:

How Matlab calculate the centroid of a polyshape?

From http://paulbourke.net/geometry/polygonmesh/: Where:

5 months ago | 0

| accepted

Question

How Matlab calculate the centroid of a polyshape?

I am using the centroid command to find the centroids of polyshapes, but on the documentation I didn't find how Matlab calculate...

5 months ago | 1 answer | 0

Question

How to detect a dark color in RGB triplet?

I am plotting a map with many subdivision and colors. I would like to automatically draw the borders with contrasting color wit...

5 months ago | 1 answer | 0

Question

How to partition (discretize) the space around points using Voronoi Diagram?

I have a problem: The plot shows a 399 cities locations and the Voroni Diagram (in latitude and longitude coordinates). The qu...

5 months ago | 1 answer | 1

Question

How can I convert a shapefile boundaries to lat and lon?

I have a shapefile of counties subdivisions (Paraná State, Brazil) and I would like to extract an array of bounding lat and lon ...

5 months ago | 0 answers | 0

Answered

How to calculate the Euclidean distance beetwen all points of Latitude Longitude pairs?

function [d1,d2] = pos2dist(point1,point2) % Distance: % d1: distance in km based on Haversine formula % d2: distance in km b...

How to calculate the Euclidean distance beetwen all points of Latitude Longitude pairs?

function [d1,d2] = pos2dist(point1,point2) % Distance: % d1: distance in km based on Haversine formula % d2: distance in km b...

5 months ago | 0

| accepted

Question

How to calculate the Euclidean distance beetwen all points of Latitude Longitude pairs?

I have a 399 cities array with LON LAT coordinates (first column for the Longitudes), like the picture below. How can I calcu...

5 months ago | 1 answer | 0

Question

Better “centerpoint” than centroid of a concave polygon

I'm using the centroid of polygons to attach a marker in a map application. This works definitely fine for convex polygons and ...

5 months ago | 2 answers | 0

Question

How to find a figure's centroid inside a polyshape?

I have the following problem: I am plotting the boundaries of several municipalities and I need to list each one. As there are...

7 months ago | 1 answer | 0

Question

How to plot text in mapshow map

I have this map I made using mapshow function: I used the data in this structure to create the map: My function is (I ne...

1 year ago | 0 answers | 0

Question

Mathematical formulation of a operations research problem

How can I implement this objective function and its constraints in Matlab (p-median problem)? Thank you very much!

1 year ago | 1 answer | 0

Submitted

Quantum-Behaved Particle Swarm Optimization

The Q-PSO function + 11 benchmark functions.

2 years ago | 10 downloads |

Submitted

Gaussian Quantum-Behaved Particle Swarm Optimization

The Gaussian Q-PSO function + 11 benchmark functions + original article.

2 years ago | 14 downloads |

Submitted

CLONALG - Clonal Selection Algorithm for Optimization Problems

Clonal Selection Algorithm for Minimization Problems

2 years ago | 5 downloads |

Question

How to plot the content of a Structure without using a for loop?

I need to plot the content of a *_structure_* fiel: <</matlabcentral/answers/uploaded_files/111837/Capture.PNG>> Each ...

2 years ago | 1 answer | 0

Submitted

Elastic Distortion Transformation on an image

Expanding Data Sets through Elastic Distortions

2 years ago | 5 downloads |

Question

Neural Network - How to use a custom training function

Is it possible to replace standard matlab training methods (like _*Gradient Descent*_, *_Levenberg-Marquardt_*, etc.) by other m...

2 years ago | 2 answers | 0

Answered

How can I plot a confusion matrix for a multi-class or non-binary classification problem?

Implementation code: Confusion Matrix function [] = confusion_matrix(T,Y) M = size(unique(T),2); N = size(T,2)...

How can I plot a confusion matrix for a multi-class or non-binary classification problem?

Implementation code: Confusion Matrix function [] = confusion_matrix(T,Y) M = size(unique(T),2); N = size(T,2)...

2 years ago | 1

Answered

How can I vectorize a function?

Because of the above problems I'm using my own function with *|surfc|* to replace *|fsurf|*: function z = plotfcn(fcn,range...

How can I vectorize a function?

Because of the above problems I'm using my own function with *|surfc|* to replace *|fsurf|*: function z = plotfcn(fcn,range...

2 years ago | 0

Answered

Difference between fsurf and ezsurf

*MathWorks' Support Response:* I have been able to reproduce the slow down that you were experiencing. The *|fsurf|* function...

Difference between fsurf and ezsurf

*MathWorks' Support Response:* I have been able to reproduce the slow down that you were experiencing. The *|fsurf|* function...

2 years ago | 0

| accepted

Question

Difference between fsurf and ezsurf

I have a problem with |*fsurf*| command: When I use fsurf(@(x,y) ackleyfcn([x,y]),[-32 32 -32 32]) I got this warning...

2 years ago | 2 answers | 1

Question

How can I vectorize this function with nested FOR loop?

The function is: x = -10:10; y = -5:5; for j = 1:21 for i = 1:11 f(i) = - 20 * exp( - 0.2 * sqr...

2 years ago | 2 answers | 0

Question

How can I vectorize a function?

The function I want to vectorize is *Cross-in-Tray Function* (2-D): f(X,Y) = -0.0001*(abs(sin(X)*sin(Y)*exp(abs(100-sqrt(X^...

2 years ago | 2 answers | 0

Question

How to use Neural Network Error as a Feedback Input

Using neural network error as a feedback input helps reduce the overall network error and increase forecasting accuracy ( _Wahhe...

2 years ago | 2 answers | 0

Question

Optimization of hidden layer dimension in neural network (number of neurons)

*I am using GA optimization to train my neural network (to try to find the best weights set):* % Neural Network trained by ...

3 years ago | 1 answer | 0

Answered

How to calculate Akaike Information Criterion and BIC from a Neural Network?

After training the network and simulating the outputs: [net,tr] = train(net,inputs,targets); output = sim(net,inputs...

How to calculate Akaike Information Criterion and BIC from a Neural Network?

After training the network and simulating the outputs: [net,tr] = train(net,inputs,targets); output = sim(net,inputs...

3 years ago | 2