Gong et al. (2007) have presented a new algorithm based on a multi-population method and mutation strategy, which can create diversity within population, improve the capability of exploitation and exploration, prevent from eliminating the fittest generation, and reduce user fatigue.
The proposed approach, a two-stage scheme that combines quantum evolutionary algorithm (QEA) and tabu search (TS), simultaneously possesses the capabilities of exploration and exploitation and can be effectively employed for LP design with less computational load.
ETE also appears to significantly enhance the exploitation capabilities of BB-BC method.
SBO significantly improves the both exploration and exploitation capabilities of TLBO without increasing the algorithm's complexity.
This scheme uses a Gaussian distribution to guide the search and strengthens both exploration and exploitation capabilities of DE.
Hybridization, in the context of evolutionary optimization framework, refers to developing new algorithms by synergistically combining the composite benefits of global exploration and local exploitation capabilities of different ancestor algorithms.
DBB-BC uses collaborative-combination hybridization to combine the BB-BC algorithm, Differential Evolution algorithm, and Neighborhood Search in order to improve the exploration and exploitation capabilities of the original BB-BC in finding global solutions.
A context-free-grammar based codification system for artificial neural networks and rules, an initialization method and a crossover operator have been designed to properly balance the exploration and exploitation capabilities of the proposed system.
The hill-climbing approach taken in this model enhances the exploitation capabilities of the search, vital for good results in protein folding problems.
Creating the framework for the full exploitation of capabilities of "intelligent" freight i.e. the e-freight environment of the future.
