Cooperative Evolutionary Algorithms are said to be quite suitable for large-scale optimization problems (Probably, involving high-dimensionality).
Detecting behaviour of a malware with polymorphism attribute.
05 June 2019 7,862 4 View
For limited hardware resources, which ones are best? Is it the CNN architectures based on depthwise convolution or any other concept?
04 May 2019 9,354 2 View
What if the test distribution is a little different than the training distribution.
03 April 2019 5,063 12 View
I mean how can we tell that an existing idea/innovation is going to be very fruitful in next ten years or so. Can we train an AI system for this that can predict the dominance/worth of existing...
04 May 2018 1,728 2 View
I think, its possible to have in future, an Adaptive AI System (like Adaptive Deep NN ) and wearable gadgets for each person. The Adaptive Deep NN will be smart enough to collect and analyse the...
04 May 2018 9,422 1 View
Setting initial parameters is quite important in many ML and specifically, in deep neural networks. Weights and biases are the parameters of a deep neural Network. So what is the best weight...
02 March 2018 7,954 4 View
Resnet and other recent deep NN architectures seem to be Ensemble Neural Networks. Combiner/ MetaClassifiers
01 February 2018 9,192 1 View
We have two basic aspects of Artificial Neural Networks; (a) Architecture and (b) Learning Strategy. How far we can go in bringing innovations in the Architectures of Deep Convolutional Neural...
31 December 2017 8,745 3 View
It is was proposed in Inception Architecture and is being exploited in recent CNN Architectures. Is it good in combination with depth of the architecture.
31 December 2017 7,637 1 View
Deep neural networks have high representational capacity and have gained much success in recent years. However, with the ability of high representational capacity, it can also suffer from...
05 June 2017 3,600 8 View
I think we were all surprised at the first time we got to know quantum mechanics that the squared modulus of the wave function is the probability density of the existence of the particle? The role...
28 February 2021 6,282 9 View
I am interested in evaluating mesh optimization solvers that converge to high aspect ratio unstructured hexahedral grids. In other words, I am interested in a solver that optimizes warpage,...
26 February 2021 7,279 2 View
In R-studio, there are many commands of Gumbel package. Arguments are also different. I`m asking about the alpha parameter of the Copula which must be greater than 1. If this is the one used to...
25 February 2021 5,229 3 View
Hi, I am having trouble with a problem, in the field of Optimal Control and the generation of optimal time-series. Let's consider a system, whose dynamics are represented by dx/dt =...
24 February 2021 9,105 2 View
Hi I am trying to segment a sentinel2 image. At this stage, I want to run a binary classifier that assigns each pixel to either farm or non-farm pixel. For this purpose, I have 4 10m bands...
15 February 2021 3,596 9 View
Hi RG community, Like the title shows ,i was wondering if choosing the GA for this kind of Optimizaiton is a good choice? For example we have a population of 100 (for 7-8 Optimization Variables),...
14 February 2021 1,160 7 View
Hello, When using a Deep Belief network (DBN) for images classification, how could we choose the number of hidden layers (number of Restricted Boltzmann Machines) and nodes (RBM size) in a hidden...
09 February 2021 4,618 5 View
Hi We have two time series dataset. For example mean daily temperature from two stations. Each of them have 30 data for a month. T1={ t1 , t2 ,... , t30 } T2={ t1 , t2 ,... , t30 } Now we want to...
06 February 2021 6,434 7 View
Dear all, I am currently writing my master thesis where I am analysizing my data using path analysis and SEM in R (lavaan package). Now that I like to write up my results, I am struggling with...
04 February 2021 8,993 2 View
Do anyone have a full MATLAB code for structural topology optimization using Genetic Algorithm? Such as a cantilever beam? Could you provide some MATLAB code to me , a beginner for GA. Thank...
03 February 2021 3,789 5 View