About Anthony Awuley

I graduated from Brock University, with an MSc in Computer Science in June 2016. I served as a Graduate Teaching Assistant and a graduate student under the supervision of Prof. Brian Ross and took courses in Parallel Algorithms, Genetic Programming, Evolutionary Computation and Lambda Calculus. My thesis was about Feature Selection and Classification Using Age Layered Population Structure Genetic Programming and has been accepted at CEC 2016, Vancouver BC, July 2016


Download the Age Layered Population Structure (ALPS) and Feature Selection & ALPS (FSALPS) implementations for ECJ (Genetic Programming/Algorithms) at aawuley.github.io/alps-ec/ or my evolutionary computation system at aawuley.github.io/evolutionary-computation/

I am looking for an opportunity to investigate real-world computational intelligence problems. Areas of interest include Machine Learning, Data Analytics, Data Mining, Big Data, Databases, Distributed systems, Computer Vision and Mobile/Data Networks

Professional Skills

Education

  1. Brock University - M.Sc. Computer Science thesis

    Feature Selection and Classification Using Age Layered Population Structure Genetic Programming see Electronic Thesis or Dissertation

    Supervisor: Dr. Brian Ross

    Follow me on Academia.edu

    Posted October 21st 2015, at 01:48
  2. University of Ghana - BSc. Computer Engineering thesis

    HOSPITAL MANAGEMENT SYSTEM

    Supervisor: Dr. Godfrey Mills

    Posted May 05th 2009, at 10:00

Professional Experience

View Detailed Professional Experience and Research Interest

Recent Works


What I Do

FSALPS ECJ

This research presents the FSALPS (Feature Selection Age Layered Population Structure) evolutionary algorithm. FSALPS performs effective feature subset selection and classification of ...

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ALPS GP

Hornby's ALPS (Age Layered Population Structure) algorithm, is a renowned meta-heuristic for overcoming the problem of premature convergence in evolutionary algorithms, and ...

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ALPS EC

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

  1. Feature Selection ALPS

    Feature selection is the process of refining input data by removing irrelevant and/or redundant features. Feature selection deals with selection of a ...

    Posted Fri, October 2 2015 at 1:14 pm
  2. Genetic Algorithms Problems

    In my spare time, i enjoy working on some NP complete problems. The latest ones include(but not limited to) feature selection, computer ...

    Posted Mon, October 20 2014 at 7:48 am
  3. Comparing GA & ACO on TSP

    Genetic Algorithm and Ant Colony Optimization was tested on a TSP. According to the results, ACO outperformed GA on the TSP problem. ...

    Posted Mon, October 20 2014 at 6:33 pm
  4. Evolutionary Algorithms

    I am the community owner and administrator of the "Evolutionary Algorithms" group on g+

    Posted Mon, October 20 2014 at 6:33 pm
  5. Genetic Programming

    I am the community owner and administrator of the "Genetic Programming" group on g+

    Posted Mon, October 20 2014 at 6:33 pm
  6. Grey Intel

    see https://www.facebook.com/greyintel/

    Posted Mon, October 20 2014 at 6:33 pm