3 citations · 3 across the 5 of their papers we have counts for
5 papers
Evolving Neural Networks with Optimal Balance between Information Flow and Connections Cost
Abdullah Khalili, Abdelhamid Bouchachia
Evolving Neural Networks (NNs) has recently seen an increasing interest as an alternative path that might be more successful. It has many advantages compared to other approaches, s…
Toward Building Science Discovery Machines
Abdullah Khalili, Abdelhamid Bouchachia
The dream of building machines that can do science has inspired scientists for decades. Remarkable advances have been made recently; however, we are still far from achieving this g…
An Optimization-Based Generative Model of Power Laws Using a New Information Theory Based Metric
A. M. Khalili
In this paper, we propose an optimization-based mechanism to explain power law distributions, where the function that the optimization process is seeking to optimize is derived mat…
On the mathematics of beauty: beautiful music
A. M. Khalili
In this paper, we will study the simplest kind of beauty that can be found in a simple piece of music and can be appreciated universally. The proposed approach shows that aesthetic…
On the mathematics of beauty: beautiful images
A. M. Khalili
In this paper, we will study the simplest kind of beauty which can be found in simple visual patterns. The proposed approach shows that aesthetically appealing patterns deliver hig…