Abstract
In this paper Roman and weak Roman domination problems on graphs are considered. Given that both problems are NP hard, a new heuristic approach, based on a Variable Neighborhood Search (VNS), is presented. The presented algorithm is tested on instances known from the literature, with up to 600 vertices. The VNS approach is justified since it was able to achieve an optimal solution value on the majority of instances where the optimal solution value is known. Also, for the majority of instances where optimization solvers found a solution value but were unable to prove it to be optimal, the VNS algorithm achieves an even better solution value.
Keywords
- Roman domination in graphs
- weak Roman domination in graphs
- combinatorial optimization
- metaheuristic
- variable neighborhood search
MSC
05C69, 05C85, 90C10
Cite this article
@article{cai-3596,
author = {Marija Ivanović and Dragan Urošević},
title = {Variable Neighborhood Search Approach for Solving Roman and Weak Roman Domination Problems on Graphs},
journal = {Computing and Informatics},
volume = {38},
number = {1},
pages = {57--84},
year = {2019},
issn = {1335-9150},
doi = {10.31577/cai_2019_1_57}
}
TY - JOUR AU - Marija Ivanović AU - Dragan Urošević TI - Variable Neighborhood Search Approach for Solving Roman and Weak Roman Domination Problems on Graphs JO - Computing and Informatics VL - 38 IS - 1 SP - 57 EP - 84 PY - 2019 SN - 1335-9150 DO - 10.31577/cai_2019_1_57 UR - https://doi.org/10.31577/cai_2019_1_57 KW - Roman domination in graphs KW - weak Roman domination in graphs KW - combinatorial optimization KW - metaheuristic KW - variable neighborhood search ER -
Ivanović, M., & Urošević, D. (2019). Variable Neighborhood Search Approach for Solving Roman and Weak Roman Domination Problems on Graphs. Computing and Informatics, 38(1), 57–84. https://doi.org/10.31577/cai_2019_1_57