TY - JOUR
T1 - MultiGen
T2 - An integrated multiple-objective solution system
AU - Mirrazavi, S. K.
AU - Jones, D. F.
AU - Tamiz, M.
PY - 2003/10
Y1 - 2003/10
N2 - This paper presents an overview of a global multiple-objective system capable of rigourously handling a wide variety of multiple-objective and goal programming (GP) models. The system has two efficient solution engines that complement one another. These are an intelligent conventional optimisation system and a genetically driven heuristic search-based solver. The development of a linear and nonlinear sparse storage system capable of handling additional multiple-objective factors such as priority levels, goals, objectives, and upper and lower bounds is described. An appropriate input/output style for multiple-objective programmes is given. The resulting package provides an efficient and user-friendly environment for the interactive solution and analysis of a wide variety of multiple-objective programming (MOP) models.
AB - This paper presents an overview of a global multiple-objective system capable of rigourously handling a wide variety of multiple-objective and goal programming (GP) models. The system has two efficient solution engines that complement one another. These are an intelligent conventional optimisation system and a genetically driven heuristic search-based solver. The development of a linear and nonlinear sparse storage system capable of handling additional multiple-objective factors such as priority levels, goals, objectives, and upper and lower bounds is described. An appropriate input/output style for multiple-objective programmes is given. The resulting package provides an efficient and user-friendly environment for the interactive solution and analysis of a wide variety of multiple-objective programming (MOP) models.
KW - Genetic algorithms
KW - Goal programming
KW - Multiple-objective programming
UR - http://www.scopus.com/inward/record.url?scp=0038035156&partnerID=8YFLogxK
UR - https://www.sciencedirect.com/journal/decision-support-systems/vol/36/issue/2
U2 - 10.1016/S0167-9236(02)00135-5
DO - 10.1016/S0167-9236(02)00135-5
M3 - Article
AN - SCOPUS:0038035156
SN - 0167-9236
VL - 36
SP - 177
EP - 187
JO - Decision Support Systems
JF - Decision Support Systems
IS - 2
ER -