Siddhartha Shakya

Optimization by estimation of distribution with DEUM framework based on Markov random fields

Siddhartha Shakya, John McCall · International Journal of Automation and Computing · 2007 · 70 citations

Mathematical Programming, Markov Random Fields, Engineering +10

A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization

Andrew Starkey, Hani Hagras, Siddhartha Shakya et al. · Information Sciences · 2015 · 56 citations · Full text

Fuzzy Logic, Engineering, Fuzzy Computing +5

Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms

Andrei Petrovski, Siddhartha Shakya, John McCall · 2006 · 44 citations

Engineering, Machine Learning, Evolutionary Algorithms +20

<b>Mateda-2.0</b>: A<i>MATLAB</i>Package for the Implementation and Analysis of Estimation of Distribution Algorithms

Roberto Santana, Carlos Echegoyen, Alexander Mendiburu et al. · Journal of Statistical Software · 2010 · 41 citations · Full text

Numerical Analysis, Operations Research, Search Optimization +15

Using a Markov network model in a univariate EDA

Siddhartha Shakya, John McCall, Deryck F. Brown · 2005 · 37 citations

Engineering, Markov Network, Network Analysis +18