Single-Machine and Parallel-Machine Parallel-Batching Scheduling Considering Deteriorating Jobs, Various Group, and Time-Dependent Setup Time

被引:7
|
作者
Liao, Baoyu [1 ,3 ]
Pei, Jun [1 ,2 ]
Yang, Shanlin [1 ,3 ]
Pardalos, Panos M. [2 ]
Lu, Shaojun [1 ,3 ]
机构
[1] Hefei Univ Technol, Sch Management, Hefei, Anhui, Peoples R China
[2] Univ Florida, Dept Ind & Syst Engn, Ctr Appl Optimizat, Gainesville, FL 32611 USA
[3] Minist Educ, Key Lab Proc Optimizat & Intelligent Decis Making, Hefei, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
scheduling; parallel-batching; group scheduling; deterioration; time-dependent setup time; VARIABLE NEIGHBORHOOD SEARCH; PROCESSING MACHINES; MINIMIZE MAKESPAN; ALGORITHM; TRANSPORTATION; FLOWSHOP;
D O I
10.15388/Informatica.2018.168
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies a set of novel integrated scheduling problems by taking into account the combinatorial features of various groups, parallel-batching, deteriorating jobs, and time-dependent setup time simultaneously under the settings of both single-machine and parallel-machine, and the objective of the studied problems is to minimize the makespan. In order to solve the single-machine scheduling problem, we first investigate the structural properties on jobs sequencing, jobs hatching, and batches sequencing for the optimal solution, and then develop a scheduling rule. Moreover, for solving the parallel-machine scheduling problem, we exploit the optimal structural properties and hatching rule, and propose a novel hybrid AIS-VNS algorithm incorporating Artificial Immune System algorithm (AIS) and Variable Neighbourhood Search (VNS). Extensive computational experiments are conducted to evaluate the performance of the proposed AIS-VNS algorithm, and comparison results show that the proposed algorithm performs quite well in terms of both efficiency and solution quality.
引用
收藏
页码:281 / 301
页数:21
相关论文
共 50 条
  • [1] Competitive two-agent scheduling with deteriorating jobs on a single parallel-batching machine
    Tang, Lixin
    Zhao, Xiaoli
    Liu, Jiyin
    Leung, Joseph Y. -T.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 263 (02) : 401 - 411
  • [2] Parallel-machine parallel-batching scheduling with family jobs and release dates to minimize makespan
    Shisheng Li
    Jinjiang Yuan
    Journal of Combinatorial Optimization, 2010, 19 : 84 - 93
  • [3] Parallel-machine parallel-batching scheduling with family jobs and release dates to minimize makespan
    Li, Shisheng
    Yuan, Jinjiang
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2010, 19 (01) : 84 - 93
  • [4] Single-machine parallel-batching scheduling with family jobs to minimize weighted number of tardy jobs
    Li, Shi-Sheng
    Chen, Ren-Xia
    COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 73 : 5 - 10
  • [5] The Bounded Single-Machine Parallel-batching Scheduling Problem with Family Jobs for Minimizing Makespan
    Meng, Jintao
    Lu, Xiaoxu
    2011 3RD INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY ESIAT 2011, VOL 10, PT A, 2011, 10 : 374 - 378
  • [6] Single-machine scheduling with time-dependent and position-dependent deteriorating jobs
    Yin, Yunqiang
    Wu, Wen-Hung
    Cheng, T. C. E.
    Wu, Chi-Chia
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2015, 28 (07) : 781 - 790
  • [7] Parallel-batching scheduling of deteriorating jobs with non-identical sizes and rejection on a single machine
    Min Kong
    Xinbao Liu
    Jun Pei
    Zhiping Zhou
    Panos M. Pardalos
    Optimization Letters, 2020, 14 : 857 - 871
  • [8] Parallel-batching scheduling of deteriorating jobs with non-identical sizes and rejection on a single machine
    Kong, Min
    Liu, Xinbao
    Pei, Jun
    Zhou, Zhiping
    Pardalos, Panos M.
    OPTIMIZATION LETTERS, 2020, 14 (04) : 857 - 871
  • [9] Parallel-machine scheduling with deteriorating jobs and rejection
    Li, Shisheng
    Yuan, Jinjiang
    THEORETICAL COMPUTER SCIENCE, 2010, 411 (40-42) : 3642 - 3650
  • [10] Parallel-Machine Scheduling with Time-Dependent and Machine Availability Constraints
    Miao, Cuixia
    Zou, Juan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015