Therefore, this paper proposes an effective optimization method, based on the novel Multi Population Pattern Searching (MuPPetS) Algorithm, to solve optimization problems characterized with very large solution space.
This study aims to develop a multi-objective multi-population biased random-key genetic algorithm for the three-dimensional single container loading problem.
After a general introduction to this machining process and the potential of path optimization, the designed multi-population multi-objective evolutionary approach, its integration into the simulation, and its adaptation to the practical example is described.
Multi-population, multi-phenotype views also have found success before in integrative visualization systems [ 17] -[ 19].
We also developed a modified discrete algorithm of particle swarm optimization (PSO) that can deal with binary decision variables and deployed it as a multi-population based approach using multi-thread programming technique.
The lack of attention on these challenging issues within multi-population methods hinders the development of multi-population based algorithms in dynamic environments.
Coelho [ 14] combines the multi-population of aiNet and the biclustering techniques, and proposes MOM-aiNet (Multi-Objective Multi-population Artificial Immune Network) algorithm to mining biclusters.
In an attempt to alleviate potential discrepancies between assumptions of linear models and multi-population data, two types of alternative models were used: (1) a multi-trait genomic best linear unbiased prediction (GBLUP) model that modelled trait by line combinations as separate but correlated traits and (2) non-linear models based on kernel learning.
All grain-size data are characterized by multi-populations and can be fitted by multiple Gaussian curves.
Statistically speaking, the results of simple neural network are not proper, for permeability data have a large range and are multi-populations.
But for the fractional Lotka-Volterra equations between multi-populations, there are few biological and mathematical results to the best of our knowledge.
