Compact Models to Solve the Precedence-Constrained Minimum-Cost Arborescence Problem with Waiting Times

被引:0
|
作者
Dell'Amico, Mauro [1 ,2 ]
Jamal, Jafar [1 ]
Montemanni, Roberto [1 ,2 ]
机构
[1] Univ Modena & Reggio Emilia, Dept Sci & Methods Engn, Via Amendola 2, I-42122 Reggio Emilia, RE, Italy
[2] Univ Modena & Reggio Emilia, Interdept Ctr En&Tech, Capannone 19 Tecnopolo,Piazza Europa 1, I-42122 Reggio Emilia, RE, Italy
关键词
arborescences; precedence constraints; mixed integer linear programming; constraint programming; TRAVELING SALESMAN PROBLEM; SPANNING TREE; CUT ALGORITHM; BRANCH;
D O I
10.3390/a17010012
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The minimum-cost arborescence problem is a well-studied problem. Polynomial-time algorithms for solving it exist. Recently, a new variation of the problem called the Precedence-Constrained Minimum-Cost Arborescence Problem with Waiting Times was presented and proven to be NP-hard. In this work, we propose new polynomial-size models for the problem that are considerably smaller in size compared to those previously proposed. We experimentally evaluate and compare each new model in terms of computation time and quality of the solutions. Several improvements to the best-known upper and lower bounds of optimal solution costs emerge from the study.
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页数:16
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