Tree optimization based heuristics and metaheuristics in network construction problems
Abstract
We consider a recently introduced class of network construction problems where edges of a transportation network need to be constructed by a server (construction crew). The server has a constant construction speed which is much lower than its travel speed, so relocation times are negligible with respect to construction times. It is required to find a construction schedule that minimizes a non-decreasing function of the times when various connections of interest become operational. Most problems of this class are strongly NP-hard on general networks, but are often tree-efficient, that is, polynomially solvable on trees. We develop a generic local search heuristic approach and two metaheuristics (Iterated Local Search and Tabu Search) for solving tree-efficient network construction problems on general networks, and explore them computationally. Results of computational experiments indicate that the methods have excellent performance.
Más información
| Título según WOS: | Tree optimization based heuristics and metaheuristics in network construction problems |
| Título de la Revista: | COMPUTERS & OPERATIONS RESEARCH |
| Volumen: | 128 |
| Editorial: | PERGAMON-ELSEVIER SCIENCE LTD |
| Fecha de publicación: | 2021 |
| DOI: |
10.1016/J.COR.2020.105190 |
| Notas: | ISI |