Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management

Muhammad syahrizal ibnu jihad ; Yuliana Dwi Hapsari ; Satrio tegar wicaksono
International Journal of Science and Mathematics E... 📅 2024 Vol 1, No 2 🔗 DOI: 10.62951/ijsme.v1i2.59
Abstract
Natural resource management involves complex decision-making processes that often result in non-linear optimization problems. This study explores the application of genetic algorithms (GA) and particle swarm optimization (PSO) to manage resources like water and forest reserves more efficiently. We compare the effectiveness of these algorithms in achieving sustainable utilization while minimizing environmental impact. The results show that GA outperforms PSO in forest management scenarios, while PSO is more suitable for water resource distribution.
Keywords
Optimization; genetic algorithm; particle swarm optimization; non-linear problems; natural resource management
How to Cite

Muhammad syahrizal ibnu jihad, et al. (2024). Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management. International Journal of Science and Mathematics Education, 1(2). https://doi.org/10.62951/ijsme.v1i2.59

Muhammad syahrizal ibnu jihad; Yuliana Dwi Hapsari; Satrio tegar wicaksono, "Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management," International Journal of Science and Mathematics Education, vol. 1, no. 2, 2024.

Muhammad syahrizal ibnu jihad; Yuliana Dwi Hapsari; Satrio tegar wicaksono. "Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management." International Journal of Science and Mathematics Education, vol. 1, no. 2, 2024.

Muhammad syahrizal ibnu jihad; Yuliana Dwi Hapsari; Satrio tegar wicaksono. "Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management." International Journal of Science and Mathematics Education 1, no. 2 (2024).

Muhammad syahrizal ibnu jihad, et al. (2024) 'Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management', International Journal of Science and Mathematics Education, 1(2). doi: 10.62951/ijsme.v1i2.59.

Muhammad syahrizal ibnu jihad; Yuliana Dwi Hapsari; Satrio tegar wicaksono. Optimization Algorithms for Solving Non-linear Problems in Natural Resource Management. International Journal of Science and Mathematics Education. 2024;1(2).

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