A scatter search algorithm for time-dependent prize-collecting arc routing problems

نویسندگان

چکیده

Time-dependent prize-collecting arc routing problems (TD-PARPs) generalise the regular (PARPs). PARPs have arcs associated with collectable prizes along travelling costs. TD-PARPs allow travel times to vary at horizon so that real-life uncertain factors such as traffic and weather conditions can be taken into account. A TD-PARP is find a route maximises profit i.e. total collected minus two facets: selecting subset of travelled scheduling selected in route. not been studied much although they are more realistic generic. In this paper, we first propose set deterministic heuristic search algorithms range from simple procedure producing quite good results fraction CPU second extensive high-quality but expense slightly extra time. then meta-heuristic based scatter (SS) algorithm for TD-PARPs. For improvement method SS algorithm, multi-operator incorporates various neighbourhood operators diversify local exploration. combination 2-level path relinking procedure, which explores combinations visited unvisited using different operators. To control diversity solutions new effective distance measurement. The experimental on standard benchmark indicate proposed significantly outperforms state-of-the-art existing methods.

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ژورنال

عنوان ژورنال: Computers & Operations Research

سال: 2021

ISSN: ['0305-0548', '1873-765X']

DOI: https://doi.org/10.1016/j.cor.2021.105392