GPU accelerated genetic algorithm with sequence-based clustering for ordered problems
R Ohira, MS Islam - 2020 IEEE Congress on Evolutionary …, 2020 - ieeexplore.ieee.org
The island model allows genetic algorithms to effectively maintain diversity through
migration between multiple independent populations. Due to its flexibility and modularity, it …
migration between multiple independent populations. Due to its flexibility and modularity, it …
Speedup vs. quality: Asynchronous and cluster-based distributed adaptive genetic algorithms for ordered problems
While the main motivation for Parallel Genetic Algorithms (PGAs) has been to improve the
scalability of Genetic Algorithms (GAs), techniques and strategies for maintaining population …
scalability of Genetic Algorithms (GAs), techniques and strategies for maintaining population …
MSGM: A Markov Model Based Similarity Guide Matrix for Optimising Ordered Problems by Balanced-Evolution Genetic Algorithms
Where traditional genetic algorithms tend to prematurely converge on local optima, adaptive
strategies aim to maintain a healthy level of population diversity by introducing randomness …
strategies aim to maintain a healthy level of population diversity by introducing randomness …