DESDEO : An Open Framework for Interactive Multiobjective Optimization

Abstract
We introduce a framework for interactive multiobjective optimization methods called DESDEO released under an open source license. With the framework, we want to make interactive methods easily accessible to be applied in solving real-world problems. The framework follows an object-oriented software design paradigm, where functionalities have been divided to modular, self-contained components. The framework contains implementations of some interactive methods, but also components which can be utilized to implement more interactive methods and, thus, increase the applicability of the framework. To demonstrate how the framework can be used, we consider an example problem where the pollution of a river is controlled. To solve this problem with four objectives, we apply two interactive methods called NAUTILUS and NIMBUS and show how the method can be switched during the solution process.
Main Authors
Format
Books Book part
Published
2019
Series
Subjects
Publication in research information system
Publisher
Springer
The permanent address of the publication
https://urn.fi/URN:NBN:fi:jyu-201901091122Use this for linking
Parent publication ISBN
978-3-319-99303-4
Review status
Peer reviewed
ISSN
0884-8289
DOI
https://doi.org/10.1007/978-3-319-99304-1_3
Language
English
Published in
International Series in Operations Research & Management Science
Is part of publication
Multiple Criteria Decision Making and Aiding : Cases on Models and Methods with Computer Implementations
Citation
  • Miettinen, K., & Ojalehto, V. (2019). DESDEO : An Open Framework for Interactive Multiobjective Optimization. In S. Huber, M. J. Geiger, & A. T. D. Almeida (Eds.), Multiple Criteria Decision Making and Aiding : Cases on Models and Methods with Computer Implementations (pp. 67-94). Springer. International Series in Operations Research & Management Science, 274. https://doi.org/10.1007/978-3-319-99304-1_3
License
In CopyrightOpen Access
Copyright© Springer Nature Switzerland AG 2019.

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