A composite algorithm for multiprocessor scheduling

被引:6
|
作者
Paletta, Giuseppe [1 ]
Vocaturo, Francesca [1 ]
机构
[1] Univ Calabria, Dipartimento Econ & Stat, I-87036 Arcavacata Di Rende, CS, Italy
关键词
Scheduling; Identical parallel machines; Approximation algorithms; BIN-PACKING; TABU SEARCH; PARALLEL; BOUNDS;
D O I
10.1007/s10732-010-9135-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A composite algorithm is developed for the classical problem of scheduling independent jobs on identical parallel machines with the objective of minimizing the makespan. The algorithm at first obtains a family of initial partial solutions and combines these partial solutions until a feasible solution is generated. Then local search procedures are used for improving the solution. The effectiveness of this approach is evaluated through extensive computational comparisons with recent improvement heuristics for different classes of benchmark instances.
引用
收藏
页码:281 / 301
页数:21
相关论文
共 50 条
  • [21] Fuzzy Priority Scheduling algorithm for multiprocessor systems
    Nirmala, H.
    Girijamma, H. A.
    2017 INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN ELECTRONICS AND COMMUNICATION TECHNOLOGY (ICRAECT), 2017, : 275 - 278
  • [22] An incremental genetic algorithm approach to multiprocessor scheduling
    Wu, AS
    Yu, H
    Jin, SY
    Lin, KC
    Schiavone, G
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2004, 15 (09) : 824 - 834
  • [23] A parallel algorithm of simulated annealing for multiprocessor scheduling
    Kalashnikov, A. V.
    Kostenko, V. A.
    JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2008, 47 (03) : 455 - 463
  • [24] A shared-memory multiprocessor scheduling algorithm
    Zuccar, Irene
    Solar, Mauricio
    Kri, Fernanda
    Parada, Victor
    PROFESSIONAL PRACTICE IN ARTIFICIAL INTELLIGENCE, 2006, 218 : 313 - +
  • [25] Simulated annealing algorithm in problems of multiprocessor scheduling
    D. A. Zorin
    V. A. Kostenko
    Automation and Remote Control, 2014, 75 : 1790 - 1801
  • [26] Analysis of Process Scheduling Algorithm for Multiprocessor System
    Suman, Chandresh
    Kumar, Gaurav
    2018 7TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO) (ICRITO), 2018, : 564 - 569
  • [27] Execution Right Delegation Scheduling Algorithm for Multiprocessor
    Suzuki, Takaharu
    Tanaka, Kiyofumi
    2021 IEEE 14TH INTERNATIONAL SYMPOSIUM ON EMBEDDED MULTICORE/MANY-CORE SYSTEMS-ON-CHIP (MCSOC 2021), 2021, : 46 - 53
  • [28] GENETIC ALGORITHM FOR A SPECIAL CLASS OF MULTIPROCESSOR SCHEDULING
    Chu, Dawei
    Yan, Yizhou
    Yu, Dan
    Ma, Shilong
    2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 1, 2012, : 189 - 195
  • [29] A Hybrid Grouping Genetic Algorithm for Multiprocessor Scheduling
    Singh, Alok
    Sevaux, Marc
    Rossi, Andre
    CONTEMPORARY COMPUTING, PROCEEDINGS, 2009, 40 : 1 - +
  • [30] Multiprocessor scheduling using parallel genetic algorithm
    Al-Angari, Nourah
    ALAbdullatif, Abdullatif
    Al-Angari, N., 1600, International Journal of Computer Science Issues (IJCSI) (09): : 4 - 3