This paper deals with the parallel-machine scheduling problem with the aim of minimizing the total (weighted) tardiness under the assumption of different release dates. This problem has been proven to be NP-hard. We introduce some new lower and upper bounds based on different approaches. We propose a branch-and-bound algorithm to solve the weighted and unweighted total tardiness. Computational experiments were performed on a large set of instances and the obtained results showed that our algorithms are efficient.
Mots-clés : scheduling, weighted tardiness, parallel machines, branch-and-boun
@article{RO_2012__46_2_125_0, author = {Kacem, Imed and Souayah, Nizar and Haouari, Mohamed}, title = {Branch-and-bound algorithm for total weighted tardiness minimization on parallel machines under release dates assumptions}, journal = {RAIRO - Operations Research - Recherche Op\'erationnelle}, pages = {125--147}, publisher = {EDP-Sciences}, volume = {46}, number = {2}, year = {2012}, doi = {10.1051/ro/2012010}, mrnumber = {2955461}, zbl = {1248.90049}, language = {en}, url = {http://archive.numdam.org/articles/10.1051/ro/2012010/} }
TY - JOUR AU - Kacem, Imed AU - Souayah, Nizar AU - Haouari, Mohamed TI - Branch-and-bound algorithm for total weighted tardiness minimization on parallel machines under release dates assumptions JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2012 SP - 125 EP - 147 VL - 46 IS - 2 PB - EDP-Sciences UR - http://archive.numdam.org/articles/10.1051/ro/2012010/ DO - 10.1051/ro/2012010 LA - en ID - RO_2012__46_2_125_0 ER -
%0 Journal Article %A Kacem, Imed %A Souayah, Nizar %A Haouari, Mohamed %T Branch-and-bound algorithm for total weighted tardiness minimization on parallel machines under release dates assumptions %J RAIRO - Operations Research - Recherche Opérationnelle %D 2012 %P 125-147 %V 46 %N 2 %I EDP-Sciences %U http://archive.numdam.org/articles/10.1051/ro/2012010/ %R 10.1051/ro/2012010 %G en %F RO_2012__46_2_125_0
Kacem, Imed; Souayah, Nizar; Haouari, Mohamed. Branch-and-bound algorithm for total weighted tardiness minimization on parallel machines under release dates assumptions. RAIRO - Operations Research - Recherche Opérationnelle, Tome 46 (2012) no. 2, pp. 125-147. doi : 10.1051/ro/2012010. http://archive.numdam.org/articles/10.1051/ro/2012010/
[1] Scheduling parallel machines to minimize total weighted and unweighted tardness. Comput. Oper. Res. 24 (1979) 75-788. | MR | Zbl
and ,[2] Two new rules to minimize tardiness in a job shop. Int. J. Prod. Res. 28 (1990) 2277-2292.
and ,[3] Tardiness minimization on parallel machines. Int. J. Prod. Econ. 55 (1998) 163-168.
and ,[4] Scheduling a single machine to minimize a regular objective function under setup constraints. Discrete Optim. 2 (2005) 83-99. | MR | Zbl
and ,[5] A branch, bound procedure to minimze total tardiness on one machine with arbitrary release dates. Eur. J. Oper. Res. 158 (2004) 595-608. | MR | Zbl
, and ,[6] Lower bounds for parallel machine scheduling problems. Int. J. Oper. Res. 3 (2008) 643-664. | MR | Zbl
, and ,[7] Reducing total tardiness cost in manufacturing cell scheduling by a multi-factor priority rule. Int. J. Prod. Res. 37 (1999) 2939-2956. | Zbl
and ,[8] A branch and bound algorithm to minimise total flow time with unequal release dates. Nav. Res. Logist. 39 (1992) 859-875. | MR | Zbl
,[9] A branch and bound algorithm to minimize total tardiness with release dates. Nav. Res. Logist. 39 (1992) 265-283. | MR | Zbl
,[10] Scheduling jobs on a number of identical machines. AIIE Trans. 6 (1974) 1-13. | MR
and ,[11] One machine sequencing to minimize certain functions of job tardiness. Oper. Res. 17 (1969) 701-715. | MR | Zbl
,[12] Polynomially solvable total tardiness problem : review and extensions. Int. J. Manage. Sci. 25 (1997) 235-239. | Zbl
,[13] Scheduling jobs on parallel machines with sequence-dependent times. Eur. J. Oper. Res. 100 (1997) 464-474. | Zbl
and ,[14] A note on the SPT heuristic for solving scheduling problems with generalized due dates. Comput. Oper. Res. 31 (2004) 645-655. | Zbl
and ,[15] An efficient branch and bound algorithm for the problem Pm | rj | ∑ Cj. Submitted manuscript.
and ,[16] A branch and bound algorithm for the total weighted tardiness problem. Oper. Res. 33 (1985) 363-377. | Zbl
and ,[17] Machine sequencing problem : classification, complexity and computaion. Nijhoff, The Hague (1976).
,[18] Scheduling on parallel identical machines to minimize total tardiness. Eur. J. Oper. Res. 177 (2007) 135-146. | MR | Zbl
and ,[19] Conjugate gradient methods using quasi-Newton updates with inexact line searches. J. Math. Anal. Appl. 150 (1990) 359-377. | MR | Zbl
and ,[20] Scheduling on parallel identical machines to minimise the total weighted tardiness. Int. J. Adv. Oper. Manage. 1 (2009) 30-69.
, , and[21] Minimizing totla tardiness on a single machine with unequal release dates. Eur. J. Oper. Res. 186 (2008) 496-503. | MR | Zbl
and ,[22] On the single machine total tardiness problem. Eur. J. Oper. Res. 165 (2005) 843-846. | MR | Zbl
, and ,[23] Parallel machines scheduling to minimize total tardiness. Int. J. Prod. Econ. 76 (2002) 265-279.
and ,[24] New exact method to solve the Pm | rj | ∑ Cj schedule problem. Int. J. Prod. Econ. 100 (2005) 168-179.
and ,Cité par Sources :