Bi-criteria multiple knapsack problem with grouped items

نویسندگان

چکیده

The multiple knapsack problem with grouped items aims to maximize rewards by assigning groups of among knapsacks, without exceeding capacities. Either all in a group are assigned or none at all. We study the bi-criteria variation problem, where capacities can be exceeded and second objective is minimize maximum capacity. propose approximation algorithms that run pseudo-polynomial time guarantee not less than optimal solution capacity-feasible bound on have different factors, no capacity more 2, 1, $$1/2$$ times improved $$1/3$$ when equal. also prove for certain cases, solutions obtained always optimal—they never exceed To obtain solutions, we binary-search heuristic combined algorithms. test performance heuristics an extensive set experiments randomly generated instances show they efficient effective, i.e., reasonably fast generate good quality solutions.

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ژورنال

عنوان ژورنال: Journal of Heuristics

سال: 2021

ISSN: ['1572-9397', '1381-1231']

DOI: https://doi.org/10.1007/s10732-021-09476-y