A distributed genetic algorithm with adaptive diversity maintenance for ordered problems

R Ohira, MS Islam - … Conference on Parallel and Distributed …, 2019 - ieeexplore.ieee.org
… and the diversity? In this paper, we propose a distributed genetic algorithm that incorporates
… that best improve the population’s diversity and fitness are implemented to address RQ2 …

Solving distributed FMS scheduling problems subject to maintenance: Genetic algorithms approach

FTS Chan, SH Chung, LY Chan, G Finke… - Robotics and Computer …, 2006 - Elsevier
… , maintenance should be considered in distributed scheduling. The objective of this paper is
to propose a genetic algorithm with … with new ones to maintain the diversity of solution pool. …

Adaptive diversity maintenance and convergence guarantee in multiobjective evolutionary algorithms

H Jin, ML Wong - The 2003 Congress on Evolutionary …, 2003 - ieeexplore.ieee.org
… helps to construct algorithms with the desired convergence and distribution properties.
and … in evolutionary algorithms. It can maintain the minimal objective values and well-distributed

The effect of diversity maintenance on prediction in dynamic multi-objective optimization

G Ruan, G Yu, J Zheng, J Zou, S Yang - Applied Soft Computing, 2017 - Elsevier
… paradigm in evolutionary computation. Different from the process of evolutionary algorithm,
… , and then establish a posterior probability distribution model of promising solutions; new …

A modified genetic algorithm approach for scheduling of perfect maintenance in distributed production scheduling

SH Chung, FTS Chan, HK Chan - Engineering Applications of Artificial …, 2009 - Elsevier
… a modified genetic algorithm approach to deal with those DS models with maintenance
In order to maintain the diversity of the solution pool, mutation will be carried out on those …

A novel approach in parameter adaptation and diversity maintenance for genetic algorithms

YY Wong, KH Lee, KS Leung, CW Ho - Soft Computing, 2003 - Springer
… premature convergence and maintain multiple solutions in a GA. In this paper, a simple
repelling algorithm is proposed for diversity maintenance. The repelling algorithm samples a …

A dual-population genetic algorithm for adaptive diversity control

T Park, KR Ryu - IEEE transactions on evolutionary …, 2010 - ieeexplore.ieee.org
algorithm is the Diploid GA that keeps additional genetic … for enabling the population to
maintain genetic diversity. Dual-… best maintain diverse individuals to be distributed around the …

Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems

B Chen, Y Lin, W Zeng, D Zhang, YW Si - Applied Intelligence, 2015 - Springer
… the other five multi-objective evolutionary algorithms (MOEAs). It suggests that the proposed
… factor c 1 following the Gaussian distribution, which also helps to maintain diversity. …

Dynamic crowding distance? A new diversity maintenance strategy for MOEAs

B Luo, J Zheng, J Xie, J Wu - 2008 Fourth International …, 2008 - ieeexplore.ieee.org
… In multi-objective evolutionary algorithms (MOEAs), the diversity of Pareto front (PF) is … f is
the kth objective of the ith individual, n is the number of points which are uniformly distributed in …

Diversity maintenance mechanism for multi-objective genetic algorithms using clustering and network inversion

T Hiroyasu, K Kobayashi, M Nishioka, M Miki - Parallel Problem Solving …, 2008 - Springer
… We have proposed a diversity maintenance mechanism using an Artificial Neural Network (…
high diversity, which relocates the converged solutions to solutions with a uniform distribution