This research presents the FSALPS (Feature Selection Age Layered Population Structure) evolutionary algorithm. FSALPS performs effective feature subset selection and classification of ...read more »
EC & ALPS
An evolutionary computation system I developed and used in the evolutionary computation class. This includes a Genetic Algorithm, ACO, Simulated Annealing and Tabu Search. The system is currently maintaind on GitHub and BitBucket The system has been tested on varied NP Complete problems. This includes TSP, VRP and VRPTW
Hornby's ALPS (Age Layered Population Structure) algorithm, is a renowned meta-heuristic for overcoming the problem of premature convergence in evolutionary algorithms, and ...read more »
From My Blog
Feature selection is the process of refining input data by removing irrelevant and/or redundant features. Feature selection deals with selection of a ...
In my spare time, i enjoy working on some NP complete problems. The latest ones include(but not limited to) feature selection, computer ...
Genetic Algorithm and Ant Colony Optimization was tested on a TSP. According to the results, ACO outperformed GA on the TSP problem. ...
I am the community owner and administrator of the "Evolutionary Algorithms" group on g+
I am the community owner and administrator of the "Genetic Programming" group on g+