Publication Type

Conference Proceeding Article

Publication Date

8-2010

Abstract

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 users with graphical tools that support post-solution deliberation for constrained optimization models. The DDSS and this paper, as befits practical concerns, are focused on deliberation with respect to the constraints of the models being used.

Keywords

Candle-lighting analysis, Constrained optimization, Deliberation support, Post-solution analysis, Sensitivity analysis

Discipline

Artificial Intelligence and Robotics | Computer Sciences | Numerical Analysis and Scientific Computing | Theory and Algorithms

Research Areas

Intelligent Systems and Decision Analytics

Publication

GECCO '10: Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation: Portland, Oregon, July 07-11, 2010

First Page

1833

Last Page

1840

ISBN

9781450300735

Identifier

10.1145/1830761.1830811

Publisher

ACM

City or Country

New York

Creative Commons License

Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.

Additional URL

http://doi.org/10.1145/1830761.1830811