A cultural algorithm for spatial forest harvest scheduling

Wan Yu Liu*, Chun-Cheng Lin

*此作品的通信作者

研究成果: Conference contribution同行評審

摘要

This paper proposes a cultural algorithm for the spatial forest harvest scheduling for maximizing the total harvested timber volume, under the constraints of minimum harvest age, minimum adjacency green-up age, and approximately even volume flow for each period of the schedule. In order to increase the solution-search ability, the cultural algorithm extracts problem-specific information during the evolutionary solution search to update the belief space of a generation, which has cultural influences and guidance on the next generation. The key design of our cultural algorithm is to propose the cultural and evolutionary operators specifically for the problem. Experimental analysis shows that our cultural algorithm performs better than the previous approaches.

原文English
主出版物標題Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1273-1276
頁數4
ISBN(電子)9781479914883
DOIs
出版狀態Published - 16 9月 2014
事件2014 IEEE Congress on Evolutionary Computation, CEC 2014 - Beijing, China
持續時間: 6 7月 201411 7月 2014

出版系列

名字Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014

Conference

Conference2014 IEEE Congress on Evolutionary Computation, CEC 2014
國家/地區China
城市Beijing
期間6/07/1411/07/14

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