http://worldcat.org/entity/work/id/141598299

Adaptive scalarization methods in multiobjective optimization

This book presents new adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarizations. With the help of sensitivity results an adaptive parameter control is developed so that high-quality approximations of the efficient set are generated. These examinations are based on a general scalarization approach for arbitrary partial orderings defined by a closed pointed convex cone in the objective space. The application of the results to many other well-known scalarization. methods is also presented. Background material of multiobjective optimization and.

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