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pareto local search

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The Application of Pareto Local Search to the Single-Objective Quadratic Assignment Problem

Alsheddy, Abdullah (Saudi Electronic University)

AAAI ConferencesJul-22-2014

This (short) paper presents the employment of Pareto optimality as a strategy to help (single-objective) local search escaping local optima. Instead of local search, Pareto local search is applied to solve the quadratic assignment problem which is multi-objectivized by adding a helper objective. The additional objective is defined as a function of the primary one with augmented penalties that are dynamically updated.

application, pareto local search, single-objective quadratic assignment problem

AAAI Conferences

Seventh Annual Symposium on Combinatorial Search

Technology:

Information Technology > Artificial Intelligence > Representation & Reasoning > Search (1.00)
Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.89)

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