A multi-objective scheduling method for operational coordination time using improved triangular fuzzy number representation.

ABSTRACT: In modern warfare, the comprehensiveness of combat domain and the complexity of tasks pose great challenges to operational coordination.To address this challenge, we use the improved triangular fuzzy number to express the combat mission time, first present a new multi-objective operational cooperative time scheduling model that takes the fluctuation of combat coordinative time and the time flexibility between each task into account. The resulting model is essentially a large-scale multi-objective combinatorial optimization problem, intractably complicated to solve optimally. We next propose multi-objective improved Bat algorithm based on angle decomposition (MOIBA/AD) to quickly identify high-quality solutions to the model. Our proposed algorithm improves the decomposition strategy by repl

SUBMITTER: Zhao L 

PROVIDER: S-EPMC8189490 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature