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Arguably, many industrial optimization problems are of the
multiobjective type. The present work, after providing a survey of
the state of the art in multiobjective optimization, gives new
insight into this important mathematical field by consequently
taking up the viewpoint of differential geometry. This approach,
unprecedented in the literature, very naturally results in a
generalized homotopy method for multiobjective optimization which
is theoretically well-founded and numerically efficient. The power
of the new method is demonstrated by solving two real-life problems
of industrial optimization.
Arguably, many industrial optimization problems are of the
multiobjective type. The present work, after providing a survey of
the state of the art in multiobjective optimization, gives new
insight into this important mathematical field by consequently
taking up the viewpoint of differential geometry. This approach,
unprecedented in the literature, very naturally results in a
generalized homotopy method for multiobjective optimization which
is theoretically well-founded and numerically efficient. The power
of the new method is demonstrated by solving two real-life problems
of industrial optimization.
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