[引用][C] Nonlinear Multiobjective Optimization

K Miettinen - 1999 - books.google.com
Problems with multiple objectives and criteria are generally known as multiple criteria
optimization or multiple criteria decision-making (MCDM) problems. So far, these types of …

Calibration of process-oriented models

PHM Janssen, PSC Heuberger - Ecological modelling, 1995 - Elsevier
Model calibration is a critical phase in the modelling process, and the need for a well-
established calibration strategy is obvious. Therefore a systematic approach for model …

On scalarizing functions in multiobjective optimization

K Miettinen, MM Mäkelä - OR spectrum, 2002 - Springer
Scalarizing functions play an essential role in solving multiobjective optimization problems.
Many different scalarizing functions have been suggested in the literature based on different …

Interactive bundle-based method for nondifferentiable multiobjeective optimization: Nimbus

K Miettinen, MM Mäkelä - Optimization, 1995 - Taylor & Francis
NIMBUS, an interactive method for nondifferentiable multiobjective optimization problems, is
described. The algorithm is based on the classification of objective functions. At each …

Interactive nonlinear multiobjective optimization methods

K Miettinen, J Hakanen, D Podkopaev - … decision analysis: State of the art …, 2016 - Springer
An overview of interactive methods for solving nonlinear multiobjective optimization
problems is given. In interactive methods, the decision maker progressively provides …

DESDEO: The modular and open source framework for interactive multiobjective optimization

G Misitano, BS Saini, B Afsar, B Shavazipour… - IEEE …, 2021 - ieeexplore.ieee.org
Interactive multiobjective optimization methods incorporate preferences from a human
decision maker in the optimization process iteratively. This allows the decision maker to …

An interactive analytics approach for sustainable and resilient case studies: a machine learning perspective

SM Mousavi, K Sadeghi R, LS Lee - Journal of Business Analytics, 2023 - Taylor & Francis
Sustainable development is a problem-solving method that simultaneously accounts for the
economic, environmental, and social impacts of actions. Decision-makers have recently …

NAUTILUS method: An interactive technique in multiobjective optimization based on the nadir point

K Miettinen, P Eskelinen, F Ruiz, M Luque - European Journal of …, 2010 - Elsevier
Most interactive methods developed for solving multiobjective optimization problems
sequentially generate Pareto optimal or nondominated vectors and the decision maker must …

Towards explainable interactive multiobjective optimization: R-XIMO

G Misitano, B Afsar, G Lárraga, K Miettinen - Autonomous Agents and Multi …, 2022 - Springer
In interactive multiobjective optimization methods, the preferences of a decision maker are
incorporated in a solution process to find solutions of interest for problems with multiple …

Interactive multiobjective evolutionary algorithm based on decomposition and compression

L Chen, B Xin, J Chen - Science China information sciences, 2021 - Springer
Many real-world optimization problems involve multiple conflicting objectives. Such
problems are called multiobjective optimization problems (MOPs). Typically, MOPs have a …