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15 March 2019 Experimental evaluation of some approximate algorithms of solving the multidimensional knapsack problem
Birute I. Yuhimenko, Svitlana V. Kornilova, Inna O. Asaulyuk, Piotr Kisała, Saule Luganskaya, Indira Shedreyeva
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Proceedings Volume 11045, Optical Fibers and Their Applications 2018; 1104517 (2019) https://doi.org/10.1117/12.2523175
Event: 18th Conference on Optical Fibers and Their Applications, 2018, Naleczow, Poland
Abstract
The results of an experimental study of obtaining approximate solutions of the multidimensional knapsack problem are presented in the paper. Three methods for obtaining these solutions are considered, based on branch-end-bound algorithms with a one-sided branching. One hundred test tasks of different dimensions have been solved for each method. The estimation of the approximation of the solutions obtained in relation to the best solution is provided, as well as the estimation of the computational complexity.
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Birute I. Yuhimenko, Svitlana V. Kornilova, Inna O. Asaulyuk, Piotr Kisała, Saule Luganskaya, and Indira Shedreyeva "Experimental evaluation of some approximate algorithms of solving the multidimensional knapsack problem", Proc. SPIE 11045, Optical Fibers and Their Applications 2018, 1104517 (15 March 2019); https://doi.org/10.1117/12.2523175
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KEYWORDS
Algorithms
Computer programming
Evolutionary algorithms
Optimization (mathematics)
Detection and tracking algorithms
Genetic algorithms
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