TY - JOUR
T1 - Application of df/ihs to minimum total weighted flow time multiprocessor scheduling problems
AU - Kasahara, Hironori
AU - Kai, Munenori
AU - Narita, Seinosuke
AU - Wada, Hidehiko
PY - 1988/6
Y1 - 1988/6
N2 - In most cases, the scheduling problem for the multiprocessor system is NP‐ or strong NP‐hard. For this problem, we have already proposed a practical optimization algorithm DF/IHS (Depth First/Implicit Heuristic Search), which combines the list‐scheduling algorithm and the depth‐first search, for the minimum parallel processing time multiprocessors scheduling problem. This paper presents a result of application of DF/IHS to the minimum total weighted flow time problem, which is used in the optimization of memory utilization. The problem of allocating tasks to m processors is considered with or without precedence constraints among the tasks. It was verified that the DF/IHS can be applied to this kind of problem very effectively, where the optimal or highly accurate approximate solution is obtained for the large‐scale problem with several hundreds of tasks.
AB - In most cases, the scheduling problem for the multiprocessor system is NP‐ or strong NP‐hard. For this problem, we have already proposed a practical optimization algorithm DF/IHS (Depth First/Implicit Heuristic Search), which combines the list‐scheduling algorithm and the depth‐first search, for the minimum parallel processing time multiprocessors scheduling problem. This paper presents a result of application of DF/IHS to the minimum total weighted flow time problem, which is used in the optimization of memory utilization. The problem of allocating tasks to m processors is considered with or without precedence constraints among the tasks. It was verified that the DF/IHS can be applied to this kind of problem very effectively, where the optimal or highly accurate approximate solution is obtained for the large‐scale problem with several hundreds of tasks.
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U2 - 10.1002/scj.4690190603
DO - 10.1002/scj.4690190603
M3 - Article
AN - SCOPUS:0024030438
SN - 0882-1666
VL - 19
SP - 25
EP - 34
JO - Systems and Computers in Japan
JF - Systems and Computers in Japan
IS - 6
ER -