AN IMPROVED BRANCH-AND-BOUND ALGORITHM FOR MINIMUM CONCAVE COST NETWORK FLOW PROBLEMS

被引:20
作者
LAMAR, BW [1 ]
机构
[1] UNIV CANTERBURY,DEPT MANAGEMENT,CHRISTCHURCH 1,NEW ZEALAND
关键词
CONCAVE COSTS; NETWORK FLOWS; SIMPLE BOUND IMPROVEMENT;
D O I
10.1007/BF01096771
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper formulates the minimum concave cost network flow (MCCNF) problem as a mixed integer program and solves this program using a new branch and bound algorithm. The algorithm combines Driebeek's ''up and down'' penalties with a new technique referred to as the simple bound improvement (SBI) procedure. An efficient numerical method for the SBI procedure is described and computational results are presented which show that the SBI procedure reduces both the in-core storage and the CPU time required to solve the MCCNF problem. In fact, for problems with over 200 binary decision variables, the SBI procedure reduced the in-core storage by more than one-third and the CPU time by more than 40 percent.
引用
收藏
页码:261 / 287
页数:27
相关论文
共 36 条
[1]   COMPUTATIONALLY EFFICIENT OPTIMAL-SOLUTIONS TO THE LOT-SIZING PROBLEM IN MULTISTAGE ASSEMBLY SYSTEMS [J].
AFENTAKIS, P ;
GAVISH, B ;
KARMARKAR, U .
MANAGEMENT SCIENCE, 1984, 30 (02) :222-239
[2]  
BALAKRISHNAN A, 1984, THESIS MIT CAMBRIDGE
[3]  
Balinski M, 1961, NAVAL RES LOG QUART, V8, P41
[4]  
BARR R, 1979, INFOR, V17, P16
[5]   A NEW OPTIMIZATION METHOD FOR LARGE-SCALE FIXED CHARGE TRANSPORTATION PROBLEMS [J].
BARR, RS ;
GLOVER, F ;
KLINGMAN, D .
OPERATIONS RESEARCH, 1981, 29 (03) :448-463
[6]   NETWORK FLOW PROBLEMS WITH ONE SIDE CONSTRAINT - A COMPARISON OF 3 SOLUTION METHODS [J].
BELLINGSEIB, K ;
MEVERT, P ;
MULLER, C .
COMPUTERS & OPERATIONS RESEARCH, 1988, 15 (04) :381-394
[7]   IMPROVED PENALTIES FOR FIXED COST LINEAR-PROGRAMS USING LAGRANGEAN RELAXATION [J].
CABOT, AV ;
ERENGUC, SS .
MANAGEMENT SCIENCE, 1986, 32 (07) :856-869
[8]   SOME BRANCH-AND-BOUND PROCEDURES FOR FIXED-COST TRANSPORTATION PROBLEMS [J].
CABOT, AV ;
ERENGUC, SS .
NAVAL RESEARCH LOGISTICS, 1984, 31 (01) :145-154
[9]  
Driebeek N.J., 1966, MANAGE SCI, V12, P485, DOI [10.1287/mnsc.12.7.576, DOI 10.1287/MNSC.12.7.576]
[10]   SEND-AND-SPLIT METHOD FOR MINIMUM-CONCAVE-COST NETWORK FLOWS [J].
ERICKSON, RE ;
MONMA, CL ;
VEINOTT, AF .
MATHEMATICS OF OPERATIONS RESEARCH, 1987, 12 (04) :634-664