On decision support for deliberating with constraints in constrained optimization models

• Main Authors: KIMBROUGH, Steven O., KUO, Ann, LAU, Hoong Chuin, WOOD, David H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Candle-lighting analysis; Constrained optimization; Deliberation support; Post-solution analysis; Sensitivity analysis; Artificial Intelligence and Robotics; Computer Sciences; Numerical Analysis and Scientific Computing; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/3372; https://ink.library.smu.edu.sg/context/sis_research/article/4374/viewcontent/OnDecisionSupportContrainedOpt_2010_GECCO.pdf
• Institution: Singapore Management University

This paper introduces the Deliberation Decision Support System (DDSS). The DDSS obtains heuristically (using a genetic algorithm) solutions of interest for constrained optimization models. This is illustrated, without loss of generality, by generalized assignment problems. The DDSS also provides use...