@article{ART001832555},
author={전어진 and KIM YOUNG WHAN and 박지훈 and 김만필},
title={Development of forest carbon optimization program using simulated annealing heuristic algorithm},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2013},
volume={18},
number={12},
pages={197-205}
TY - JOUR
AU - 전어진
AU - KIM YOUNG WHAN
AU - 박지훈
AU - 김만필
TI - Development of forest carbon optimization program using simulated annealing heuristic algorithm
JO - Journal of The Korea Society of Computer and Information
PY - 2013
VL - 18
IS - 12
PB - The Korean Society Of Computer And Information
SP - 197
EP - 205
SN - 1598-849X
AB - In this study, we developed a program of optimizing stand-level carbon stock using a stand-level yield model and the Simulated Annealing (SA) heuristic method to derive a optimized forest treatment solution. The SA is one of the heuristic algorithms that can provide a desirable management solution when dealing with various management purposes. The SA heuristic algorithm applied ‘thermal equilibrium test’, a thresholds approach to solve the phenomenon that does not find an optimum solution and stays at a local optimum value during the process. We conducted a sensitivity test for the temperature reduction rate, the major parameter of the thermal equilibrium test, to analyze its influence on the objective function value and the total iteration of the optimization process. Using the developed program, three scenarios were compared: a common treatment in forestry (baseline), the optimized solution of maximizing the amount of harvest(alternative 1), and the optimized solution of maximizing the amount of carbon stocks(alternative 2). As the results, we found that the alternative 1 showed provide acceptable solutions for the objectives. From the sensitivity test, we found that the objective function value and the total iteration of the process can be significantly influenced by the temperature reduction rate. The developed program will be practically used for optimizing stand-level carbon stock and developing optimized treatment solutions.
KW - Simulated Annealing;heuristic;optimization program;carbon management
DO -
UR -
ER -
전어진, KIM YOUNG WHAN, 박지훈 and 김만필. (2013). Development of forest carbon optimization program using simulated annealing heuristic algorithm. Journal of The Korea Society of Computer and Information, 18(12), 197-205.
전어진, KIM YOUNG WHAN, 박지훈 and 김만필. 2013, "Development of forest carbon optimization program using simulated annealing heuristic algorithm", Journal of The Korea Society of Computer and Information, vol.18, no.12 pp.197-205.
전어진, KIM YOUNG WHAN, 박지훈, 김만필 "Development of forest carbon optimization program using simulated annealing heuristic algorithm" Journal of The Korea Society of Computer and Information 18.12 pp.197-205 (2013) : 197.
전어진, KIM YOUNG WHAN, 박지훈, 김만필. Development of forest carbon optimization program using simulated annealing heuristic algorithm. 2013; 18(12), 197-205.
전어진, KIM YOUNG WHAN, 박지훈 and 김만필. "Development of forest carbon optimization program using simulated annealing heuristic algorithm" Journal of The Korea Society of Computer and Information 18, no.12 (2013) : 197-205.
전어진; KIM YOUNG WHAN; 박지훈; 김만필. Development of forest carbon optimization program using simulated annealing heuristic algorithm. Journal of The Korea Society of Computer and Information, 18(12), 197-205.
전어진; KIM YOUNG WHAN; 박지훈; 김만필. Development of forest carbon optimization program using simulated annealing heuristic algorithm. Journal of The Korea Society of Computer and Information. 2013; 18(12) 197-205.
전어진, KIM YOUNG WHAN, 박지훈, 김만필. Development of forest carbon optimization program using simulated annealing heuristic algorithm. 2013; 18(12), 197-205.
전어진, KIM YOUNG WHAN, 박지훈 and 김만필. "Development of forest carbon optimization program using simulated annealing heuristic algorithm" Journal of The Korea Society of Computer and Information 18, no.12 (2013) : 197-205.
