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"Markov Decision Processes with Multiple Objectives".
Many real-life problems involve dealing with multiple objectives.
These results provide efficient algorithms for design exploration in MDP models with multiple objectives.
Jacob W. Ulvila's doctoral dissertation, "Decisions with Multiple Objectives in Integrative Bargaining" (Harvard Business School, 1979), also addresses this topic.
The proposed procedure can replace the popular weighted-sum approach for problems with multiple objectives.
By solving an optimization problem with multiple objectives, optimized non-uniformly distributed MTMDs are obtained.
(5) All three columns process must be optimized together rather than sequentially and with multiple objectives.
We also design a math-heuristic able to scale with multiple objectives and large instances.
In this paper, an overview and tutorial is presented describing genetic algorithms (GA) developed specifically for problems with multiple objectives.
Optimal engine set-points are determined by solving the constrained optimization problem with multiple objectives over part load operating conditions.
With the approach, it is possible to deal simultaneously with multiple objectives for either kinematical or dynamic optimization.
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