### Abstract

We consider two single machine bicriteria scheduling problems in which jobs belong to either of two different disjoint sets, each set having its own performance measure. The problem has been referred to as interfering job sets in the scheduling literature and also been called multi-agent scheduling where each agent's objective function is to be minimized. In the first problem (P1) we look at minimizing total completion time and number of tardy jobs for the two sets of jobs and present a forward SPT-EDD heuristic that attempts to generate the set of non-dominated solutions. The complexity of this specific problem is NP-hard; however some pseudo-polynomial algorithms have been suggested by earlier researchers and they have been used to compare the results from the proposed heuristic. In the second problem (P2) we look at minimizing total weighted completion time and maximum lateness. This is an established NP-hard problem for which we propose a forward WSPT-EDD heuristic that attempts to generate the set of supported points and compare our solution quality with MIP formulations. For both of these problems, we assume that all jobs are available at time zero and the jobs are not allowed to be preempted.

Original language | English (US) |
---|---|

Pages (from-to) | 97-107 |

Number of pages | 11 |

Journal | Computers and Operations Research |

Volume | 45 |

DOIs | |

State | Published - May 2014 |

### Fingerprint

### Keywords

- Heuristic approaches
- Interfering job sets
- Mixed integer programming
- Single machine scheduling

### ASJC Scopus subject areas

- Computer Science(all)
- Management Science and Operations Research
- Modeling and Simulation

### Cite this

*Computers and Operations Research*,

*45*, 97-107. https://doi.org/10.1016/j.cor.2013.10.012

**Single machine scheduling with interfering job sets.** / Khowala, Ketan; Fowler, John; Keha, Ahmet; Balasubramanian, Hari.

Research output: Contribution to journal › Article

*Computers and Operations Research*, vol. 45, pp. 97-107. https://doi.org/10.1016/j.cor.2013.10.012

}

TY - JOUR

T1 - Single machine scheduling with interfering job sets

AU - Khowala, Ketan

AU - Fowler, John

AU - Keha, Ahmet

AU - Balasubramanian, Hari

PY - 2014/5

Y1 - 2014/5

N2 - We consider two single machine bicriteria scheduling problems in which jobs belong to either of two different disjoint sets, each set having its own performance measure. The problem has been referred to as interfering job sets in the scheduling literature and also been called multi-agent scheduling where each agent's objective function is to be minimized. In the first problem (P1) we look at minimizing total completion time and number of tardy jobs for the two sets of jobs and present a forward SPT-EDD heuristic that attempts to generate the set of non-dominated solutions. The complexity of this specific problem is NP-hard; however some pseudo-polynomial algorithms have been suggested by earlier researchers and they have been used to compare the results from the proposed heuristic. In the second problem (P2) we look at minimizing total weighted completion time and maximum lateness. This is an established NP-hard problem for which we propose a forward WSPT-EDD heuristic that attempts to generate the set of supported points and compare our solution quality with MIP formulations. For both of these problems, we assume that all jobs are available at time zero and the jobs are not allowed to be preempted.

AB - We consider two single machine bicriteria scheduling problems in which jobs belong to either of two different disjoint sets, each set having its own performance measure. The problem has been referred to as interfering job sets in the scheduling literature and also been called multi-agent scheduling where each agent's objective function is to be minimized. In the first problem (P1) we look at minimizing total completion time and number of tardy jobs for the two sets of jobs and present a forward SPT-EDD heuristic that attempts to generate the set of non-dominated solutions. The complexity of this specific problem is NP-hard; however some pseudo-polynomial algorithms have been suggested by earlier researchers and they have been used to compare the results from the proposed heuristic. In the second problem (P2) we look at minimizing total weighted completion time and maximum lateness. This is an established NP-hard problem for which we propose a forward WSPT-EDD heuristic that attempts to generate the set of supported points and compare our solution quality with MIP formulations. For both of these problems, we assume that all jobs are available at time zero and the jobs are not allowed to be preempted.

KW - Heuristic approaches

KW - Interfering job sets

KW - Mixed integer programming

KW - Single machine scheduling

UR - http://www.scopus.com/inward/record.url?scp=84892508627&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84892508627&partnerID=8YFLogxK

U2 - 10.1016/j.cor.2013.10.012

DO - 10.1016/j.cor.2013.10.012

M3 - Article

AN - SCOPUS:84892508627

VL - 45

SP - 97

EP - 107

JO - Surveys in Operations Research and Management Science

JF - Surveys in Operations Research and Management Science

SN - 0305-0548

ER -