Drawer Algorithm: A New Metaheuristic Approach for Solving Optimization Problems in Engineering.

ABSTRACT: Metaheuristic optimization algorithms play an essential role in optimizing problems. In this article, a new metaheuristic approach called the drawer algorithm (DA) is developed to provide quasi-optimal solutions to optimization problems. The main inspiration for the DA is to simulate the selection of objects from different drawers to create an optimal combination. The optimization process involves a dresser with a given number of drawers, where similar items are placed in each drawer. The optimization is based on selecting suitable items, discarding unsuitable ones from different drawers, and assembling them into an appropriate combination. The DA is described, and its mathematical modeling is presented. The performance of the DA in optimization is tested by solving fifty-two objective fun

SUBMITTER: Trojovska E 

PROVIDER: S-EPMC10296661 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature