Please use this identifier to cite or link to this item:
http://irepo.futminna.edu.ng:8080/jspui/handle/123456789/16270| Title: | A Novel Cultural Evolution-Based Nomadic Pastoralist Optimization Algorithm (NPOA): The Mathematical Models |
| Authors: | Ibrahim M. Abdullahi, Muhammed B. Mu’azu Olayemi, M. Olaniyi James, Agajo |
| Keywords: | Optimization; Nature Inspiration; Metaheuristics; Cultural Algorithm, Pastoralist Optimization Algorithm (POA); Nomadic Pastoralist Herding Strategy (NPHS); |
| Issue Date: | 2019 |
| Publisher: | 2nd International Conference of the IEEE Nigeria Computer Chapter (NigeriaComputConf) |
| Abstract: | Abstract—In this paper, the mathematical models for a proposed novel modified Pastoralist Optimization Algorithm (POA) called the Nomadic Pastoralist Optimization Algorithm (NPOA) inspired by the nomadic pastoralists herding strategies and cultural evolution strategy is presented. The nomadic pastoralist herding strategies which are scouting, camping, herding, splitting and merging were mathematically modeled. The mathematical models will be used to develop the proposed algorithm. The algorithm when developed will be tested on several benchmark functions to ascertain the algorithms exploration and exploitative ability. The performance will also be validated by comparing with POA and other popular and similar metaheuristic algorithms such as GOA, PSO, ABC, BBO and ICA |
| URI: | http://repository.futminna.edu.ng:8080/jspui/handle/123456789/16270 |
| Appears in Collections: | Computer Engineering |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| A_Novel_Cultural_Evolution-Based_Nomadic_Pastoralist_Optimization_Algorithm_NPOA_The_Mathematical_Models.pdf | 1.79 MB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.