A New Fruit Fly Optimization Algorithm Based on Differential Evolution

Parameter Analysis on Fruit Fly Optimization Algorithm

Fruit fly algorithm is a novel intelligent optimization algorithm based on foraging behavior of the real fruit flies. In order to find optimum solution for an optimization problem, fixed parameters are obtained as a result of manual test in fruit fly algorithm. In this study, it is aimed to find the optimum solution by analyzing the constant parameter concerning the direction of the algorithm i...

Sensor Modeling Realization Based on Fruit Fly Optimization Algorithm

The structural parameter optimization model of binocular stereo vision sensor was first built using the optimum regression design to improve its measurement precision in this study. Then, the optimization model was solved by Fruit Fly Optimization Algorithm (FOA). The measurement precision of binocular stereo visual sensor has been greatly improved through FOA optimization. Thus, it can obtain ...

A Hybrid Fire Fly and Differential Evolution Algorithm for Optimization of a Mixed Repairable and Non-Repairable System Reliability Problem

In this paper, a hybrid meta-heuristic approach is proposed to optimize the mathematical model of a system with mixed repairable and non-repairable components. In this system, repairable and non-repairable components are connected in series. Redundant components and preventive maintenance strategies are applied for non-repairable and repairable components, respectively. The problem is formulate...

Well Placement Optimization Using Differential Evolution Algorithm

Determining the optimal location of wells with the aid of an automated search algorithm is a significant and difficult step in the reservoir development process. It is a computationally intensive task due to the large number of simulation runs required. Therefore,the key issue to such automatic optimization is development of algorithms that can find acceptable solutions with a minimum numbe...

Developing Adaptive Differential Evolution as a New Evolutionary Algorithm, Application in Optimization of Chemical Processes