0000000000476296

AUTHOR

Alfredo G. Hernández-díaz

0000-0002-2392-3786

showing 2 related works from this author

A Hybrid Strategic Oscillation with Path Relinking Algorithm for the Multiobjective k-Balanced Center Location Problem

2021

This paper presents a hybridization of Strategic Oscillation with Path Relinking to provide a set of high-quality nondominated solutions for the Multiobjective k-Balanced Center Location problem. The considered location problem seeks to locate k out of m facilities in order to serve n demand points, minimizing the maximum distance between any demand point and its closest facility while balancing the workload among the facilities. An extensive computational experimentation is carried out to compare the performance of our proposal, including the best method found in the state-of-the-art as well as traditional multiobjective evolutionary algorithms.

Mathematical optimizationComputer scienceGeneral Mathematics0211 other engineering and technologiesEvolutionary algorithm02 engineering and technologyMulti-objective optimizationSet (abstract data type)path relinkingDiscrete optimization0202 electrical engineering electronic engineering information engineeringComputer Science (miscellaneous)Center (algebra and category theory)multiobjective optimizationEngineering (miscellaneous)021103 operations researchOscillationlcsh:MathematicsWorkload<i>k</i>-balanced problemGreedy Randomized Adaptive Search Procedure (GRASP)lcsh:QA1-939strategic oscillationPath (graph theory)020201 artificial intelligence & image processingdiscrete optimization<i>k</i>-center problemMathematics
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Using box indices in supporting comparison in multiobjective optimization

2009

Because of the conflicting nature of criteria or objectives, solving a multiobjective optimization problem typically requires interaction with a decision maker who can specify preference information related to the objectives in the problem in question. Due to the difficulties of dealing with multiple objectives, the way information is presented plays a very important role. Questions posed to the decision maker must be simple enough and information shown must be easy to understand. For this purpose, visualization and graphical representations can be useful and constitute one of the main tools used in the literature. In this paper, we propose to use box indices to represent information relate…

Mathematical optimizationInformation Systems and ManagementGeneral Computer Sciencebusiness.industryScale (chemistry)Information and Computer ScienceManagement Science and Operations ResearchMachine learningcomputer.software_genreMultiple-criteria decision analysisMulti-objective optimizationIndustrial and Manufacturing EngineeringPreferenceVisualizationSimple (abstract algebra)Modeling and SimulationArtificial intelligenceGraphicsbusinesscomputerMathematicsEuropean Journal of Operational Research
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