Scheduling resource-constrained project problem with alternative activity chains

被引:46
作者
Tao, Sha [1 ]
Dong, Zhijie Sasha [2 ]
机构
[1] Nanjing Univ, Dept Management & Engn, Nanjing 210093, Jiangsu, Peoples R China
[2] Texas State Univ, Ind Engn Program, Ingram Sch Engn, San Marcos, TX 78666 USA
关键词
Resource-constrained project scheduling; Activity chains; Project scheduling problem; AND-OR network; Extended simulated annealing; ANT COLONY OPTIMIZATION; ALGORITHM;
D O I
10.1016/j.cie.2017.10.027
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This research introduces a problem called resource-constrained project scheduling problem with alternative activity chains, which is inspired from project scheduling practice. An AND-OR project network representation is designed for the problem and then an integer linear program is developed. An extended simulated annealing algorithm is proposed to solve the large-scale problem efficiently, which consists of new activity-selection list solution presentation, schedule generation scheme and neighbor generation mechanism. Computational experiments are carried out to validate the proposed model and to evaluate the performance of the proposed algorithm.
引用
收藏
页码:288 / 296
页数:9
相关论文
共 33 条
[1]   A genetic algorithm for mode identity and the resource constrained project scheduling problem [J].
Afshar-Nadjafi, Behrouz ;
Rahimi, Amir ;
Karimi, Hamid .
SCIENTIA IRANICA, 2013, 20 (03) :824-831
[2]   A Neurogenetic approach for the resource-constrained project scheduling problem [J].
Agarwal, Anurag ;
Colak, Selcuk ;
Erenguc, Selcuk .
COMPUTERS & OPERATIONS RESEARCH, 2011, 38 (01) :44-50
[3]   Robust optimization for resource-constrained project scheduling with uncertain activity durations [J].
Artigues, Christian ;
Leus, Roel ;
Nobibon, Fabrice Talla .
FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, 2013, 25 (1-2) :175-205
[4]   An iterated-local-search heuristic for the resource-constrained weighted earliness-tardiness project scheduling problem [J].
Ballestin, Francisco ;
Trautmann, Norbert .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (22) :6231-6249
[5]   Multi-mode resource constrained multi-project scheduling and resource portfolio problem [J].
Besikci, Umut ;
Bilge, Umit ;
Ulusoy, Gunduz .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 240 (01) :22-31
[6]   A new efficient simulated annealing algorithm for the resource-constrained project scheduling problem and its multiple mode version [J].
Bouleimen, K ;
Lecocq, H .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2003, 149 (02) :268-281
[7]   An adjustable robust optimization model for the resource-constrained project scheduling problem with uncertain activity durations [J].
Bruni, M. E. ;
Pugliese, L. Di Puglia ;
Beraldi, P. ;
Guerriero, F. .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2017, 71 :66-84
[8]   Production scheduling with alternative process plans [J].
Capek, R. ;
Sucha, P. ;
Hanzalek, Z. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 217 (02) :300-311
[9]   Multi-mode resource-constrained project scheduling using RCPSP and SAT solvers [J].
Coelho, Jose ;
Vanhoucke, Mario .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 213 (01) :73-82
[10]   Hybrid ant colony optimization for the resource-constrained project scheduling problem [J].
Deng, Linyi ;
Lin, Yan ;
Chen, Ming .
JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2010, 21 (01) :67-71