12 citations · 18 across the 9 of their papers we have counts for
5 papers · 1 filter
K-Bit-Swap: A New Operator For Real-Coded Evolutionary Algorithms
Aram Ter-Sarkisov, Stephen Marsland
There has been a variety of crossover operators proposed for Real-Coded Genetic Algorithms (RCGAs), which recombine values from the same location in pairs of strings. In this artic…
Elitism Levels Traverse Mechanism For The Derivation of Upper Bounds on Unimodal Functions
Aram Ter-Sarkisov
In this article we present an Elitism Levels Traverse Mechanism that we designed to find bounds on population-based Evolutionary algorithms solving unimodal functions. We prove its…
Derivation of Upper Bounds on Optimization Time of Population-Based Evolutionary Algorithm on a Function with Fitness Plateaus Using Elitism Levels Traverse Mechanism
Aram Ter-Sarkisov, Stephen Marsland
In this article a tool for the analysis of population-based EAs is used to derive asymptotic upper bounds on the optimization time of the algorithm solving Royal Roads problem, a t…
Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function
Aram Ter-Sarkisov, Stephen Marsland
We present an analysis of the performance of an elitist Evolutionary algorithm using a recombination operator known as 1-Bit-Swap on the Royal Roads test function based on a popula…
Convergence Properties of Two (μ + λ) Evolutionary Algorithms On OneMax and Royal Roads Test Functions
Aram Ter-Sarkisov, Stephen Marsland
We present a number of bounds on convergence time for two elitist population-based Evolutionary Algorithms using a recombination operator k-Bit-Swap and a mainstream Randomized Loc…