A multi-objective optimization strategy for timber forwarding in cut-to-length harvesting operations. Issue 2 (4th May 2023)

• Record Type: Journal Article
• Authors: Holmström, Eero; Nikander, Jussi; Backman, Juha; Väätäinen, Kari; Uusitalo, Jori; Jylhä, Paula
• Is Part Of: International journal of forest engineering. Volume 34:Issue 2(2023)
• Page Start: 267
• Page End: 283
• Publication Date: 2023-05-04
• Subjects: Forest machine route optimization -- ant colony optimization -- forwarding productivity -- sustainable forestry; Forestry engineering -- Periodicals; Génie forestier -- Périodiques; Forestry engineering; Periodicals; 634.905
• DOI: 10.1080/14942119.2022.2149003
• Languages: English
• ISSNs: 1913-2220

Abstract

ABSTRACT: Optimization of forwarding work on the trail network created by the harvester in cut-to-length operations carries much potential for increasing the efficiency and reducing the environmental impact of timber removal. While several approaches to this optimization task have been proposed, existing methods focus on optimizing a single objective at a time. In this work, a heuristic multi-objective optimization strategy for the problem is presented, where the route length, operation duration, and soil damage can be optimized simultaneously. The strategy is based on a tailored version of ant colony optimization and linear scalarization of the full multi-objective problem. The relative importance of the objectives can be set via tunable weights, and the approach is of a modular nature. Results on a realistically sized clearcut harvest site indicate that the strategy produces promising results and gives the expected qualitative behavior when optimizing either a single objective or two objectives at a time.