Sentence examples for based on scalarizing functions from inspiring English sources

From a decision theoretical view, DEA models are based on scalarizing functions known from Multi-Criteria Decision Making.

In the proposed TS-R2EA, we first adopt an R2 indicator based achievement scalarizing function for the primary selection.

This paper presents a new multiobjective genetic algorithm based on the Tchebycheff scalarizing function, which aims to generate a good approximation of the nondominated solution set of the multiobjective problem.

The core idea in these approaches is converting the original MO problem into a single-objective optimization problem through the use of a scalarizing function based on a reference point.

The reference points, achievement scalarizing functions and an indicator-based optimization principle were integrated for searching a set of preferred Pareto-optimality solutions.

Google Glass functions by providing information and assistance to the user based on things in the environment.

Knowledge is based on forgetting.

The use of achievement (scalarizing) functions in interactive multiobjective optimization methods is very popular, as indicated by the large number of algorithmic and applied scientific papers that use this approach.

Specifically, we use KKTPM to identify poorly converged non-dominated solutions in every generation and apply an achievement scalarizing function based local search procedure to improve their convergence.

An achievement scalarizing function is a special one based on reference points and can mirror preferences to some degree.

Recently, an inverted penalty-based boundary intersection (IPBI) scalarizing function was proposed to improve the spread of solutions obtained by MOEA/D.