Accession Number : ADA313301
Title : Real Time Optimization: Algorithms and Applications.
Descriptive Note : Final technical rept. 1 Apr 95-31 Aug 96,
Corporate Author : SOUTHERN METHODIST UNIV DALLAS TX DEPT OF COMPUTER SCIENCE AND ENGINEERING
Personal Author(s) : Kennington, Jeffery L.
PDF Url : ADA313301
Report Date : 30 AUG 1996
Pagination or Media Count : 112
Abstract : This document contains three technical reports. The first report presents a new branch-and-bound algorithm for the assignment problem with side constraints. Models of this type are used in studies involving the optimal assignment of sailors to billets. Problems having 300 sailors and 600 billets with 90 potential assignments for each sailor were solved in less than five minutes on a Dec Alpha workstation. The second report presents several new algorithms for the problem of developing an annual class schedule for either a Navy C--School or a Navy A-School. Algorithms based on a greedy heuristic were found to perform very well on problems for both types of schools. The final report presents a new dual simplex based algorithm for the generalized network problem. In empirical tests, our specialized code was found to be approximately twenty times faster than CPLEX 3.0.
Descriptors : *COMPUTER PROGRAMS, *ALGORITHMS, *OPTIMIZATION, *REAL TIME, *PERSONNEL MANAGEMENT, TEST AND EVALUATION, MATHEMATICAL MODELS, COMPUTATIONS, SCHOOLS, NAVAL PERSONNEL, MANPOWER UTILIZATION, TOOLS, SCHEDULING, ALLOCATIONS, HEURISTIC METHODS, COMPUTER NETWORKS, BILLETS(PERSONNEL), NAVAL TRAINING.
Subject Categories : Personnel Management and Labor Relations
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE