Diego Alonso Gastélum Chavira

ORCID: 0000-0001-5305-8300
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About
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Research Areas
  • Multi-Criteria Decision Making
  • Advanced Multi-Objective Optimization Algorithms
  • Global Trade and Competitiveness
  • Optimization and Mathematical Programming
  • Regional Development and Innovation
  • Food Waste Reduction and Sustainability
  • Sustainable Supply Chain Management
  • Vehicle Routing Optimization Methods
  • Metaheuristic Optimization Algorithms Research
  • Agricultural and Food Production Studies
  • Supply Chain and Inventory Management
  • Consumer Market Behavior and Pricing
  • Fuzzy Systems and Optimization
  • Data Mining Algorithms and Applications
  • Cognitive Science and Mapping
  • Financial Distress and Bankruptcy Prediction
  • Hydrological Forecasting Using AI
  • Statistics Education and Methodologies
  • Risk and Portfolio Optimization
  • Imbalanced Data Classification Techniques
  • Facility Location and Emergency Management
  • Municipal Solid Waste Management
  • Regional Economic and Spatial Analysis
  • Big Data and Business Intelligence
  • Educational and Organizational Development

Universidad de Occidente
2013-2024

Universidad Autónoma de Occidente
2019-2023

Consejo Nacional de Humanidades, Ciencias y Tecnologías
2017

Autonomous University of Sinaloa
2015-2016

Reports of successful implementation humanitarian optimization models in the field are scarce. Incorporating real conditions and perspective decision-makers analysis is crucial to enhance practical value managerial implications. Although it known that can be hindered by lack practitioner input structure model, its priorities, practicality solution times, way these aspects have been introduced has not investigated. This study looks at research involved practitioners different design promote...

10.1016/j.seps.2023.101669 article EN cc-by Socio-Economic Planning Sciences 2023-07-03

The objective of the paper is to present a multiple criteria hierarchical process (MCHP) approach for portfolio selection in stock exchange. One problems that investors usually face which should be included portfolio. This helps answer question, and presents an MCHP using different based on financial ratios decision maker (in this case, investor) will give weights make her preferences; importance given each criterion. An example Mexican Stock Exchange presented.

10.3233/jifs-189198 article EN Journal of Intelligent & Fuzzy Systems 2021-02-02

Marginalization studies of a population are tools that enable the Mexican government to understand and compare socio-demographic situation different regions country. The goal is implement effectively various programs social or economic development whose aims fight against population’s lag, which has affected quality life citizens. In this paper, multi-criteria approach for ranking municipalities states Mexico by their levels marginalization proposed, case Jalisco, Mexico, presented. uses...

10.1142/s0219622017500080 article EN International Journal of Information Technology & Decision Making 2017-01-10

We present a multi-objective evolutionary algorithm to exploit medium-sized fuzzy outranking relation derive partial order of classes alternatives (we call it RP 2 -NSGA-II).To measure the performance -NSGA-II, we an empirical study over set simulated multi-criteria ranking problems.The result this shows that -NSGA-II can effectively relation.Finally, real-case for municipalities state Guanajuato, Mexico by their levels marginalization.

10.1080/18756891.2016.1204122 article EN cc-by International Journal of Computational Intelligence Systems 2016-01-01

In this paper, a heuristic, based on the non dominated sorting genetic algorithm II (NSGA II), is developed to exploit known fuzzy outranking relation, with purpose of constructing recommendation for medium-sized multicriteria ranking problem. The performance proposed evolutionary evaluated real results indicate that can effectively be used solve problems.

10.1109/mcdm.2014.7007184 article EN 2014-12-01

This work aims to develop an Empirical Analysis of Destination Competitiveness three main cities Sinaloa, Mexico with a well-known Crouch-Ritchie model.This problem is approached as multicriteria ranking outranking method and group decision support system generate on Sinaloa.The model used information evaluate the generates preferential obtains destination competitiveness based cities.

10.2991/.2013.19 article EN cc-by-nc 2013-01-01

Personnel selection constitutes an important decision making problem that determines, to a large degree, the competitiveness and performance of organizations. The personnel process works with vacancy requirements available information concerning applicants. Complicating this process, we have diverse competencies or skills evaluate candidates for vacancy, which can be modeled as multicriteria problem. In article, propose approach solve instances For that, use software called SADGAGE, solves...

10.1109/fuzz-ieee.2017.8015551 article EN 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 2017-07-01

Personnel selection represents a valuable decision-making process that determines, in some way, the competitiveness and performance of an organization. The essential elements personnel task are position requirements accessible information related to candidates. In this paper, is modeled as multicriteria problem, considering varied competencies skills assess applicants for specific position. We used model solve cases using sadgage, decision support system solves examples ranking problem...

10.15446/innovar.v32n85.100657 article EN cc-by-nc-sa Innovar 2022-01-01

The framework of multiobjective optimization is used to tackle the multicriteria ranking problem.The conceptual advantages formulation are discussed and a new evolutionary algorithm introduced with purpose transforming known valued outranking relation into an antisymmetric crisp relation, on set classes alternatives, where elements each class indifferent other, this as background, we propose recommendation for problems medium-sized alternatives.The performance evaluated test problem.It was...

10.2991/.2013.23 article EN cc-by-nc 2013-01-01

In this paper, a multicriteria approach for ranking the performance of economic sectors Sinaloa economy is proposed, and most attractive are identified. The uses ELECTRE-III method to construct valued outranking relation then multiobjective evolutionary algorithm exploit obtain recommendation. retail manufacturing were ranked first in all rankings; utilities sector was second mining management companies enterprises lowest. results application can be useful investors, business leaders,...

10.18381/eq.v13i1.4873 article EN EconoQuantum 2015-12-15

Human capital management is a strategic element for companies in globalized world. Therefore, they must use strategies and methods to recruit select personnel assertively focus their training, strengthening, business growth efforts. Personnel selection can be seen as decision problem addressed multi-criteria decision-making context. This work aims present the process of barista Mexican coffee shop. The baristas could face company customers, significantly impact overall experience. included...

10.3390/math12142196 article EN cc-by Mathematics 2024-07-12

To determine functional food consumption preferences in Culiacán, Mexico. A survey was designed, validated, and implemented to gather information on consumption. Associations between health conditions were evaluated. Using the Borda count methodology, preference order of different foods identified, seeking statistical differences preferences. validated questionnaire obtained for application. Association found having a diagnosed illness, undergoing medical treatment, sex with awareness foods;...

10.21149/15741 article EN cc-by-nc-sa Salud Pública de México 2024-11-27

The exploitation stage of a fuzzy outranking relation the methods aims to deal with intransitivities in such consolidate and synthesise decision maker's preferences between pairs actions obtain ranking that is representative his/her over given set actions. In this paper, we propose phase as multiobjective optimisation problem use modified version genetic algorithm (we refer it RP2-MOGA+H) exploit medium-sized determining partial pre-order alternatives. To measure performance RP2-MOGA+H,...

10.1504/ijeim.2021.115055 article EN International Journal of Entrepreneurship and Innovation Management 2021-01-01

The paper describes a procedure constructed with Genetic Algorithm (GA) to derive the intercriteria parameters for outranking method ELECTRE III. present deals total order problem as reference set from expert. An aggregation/disaggregation approach is implemented set. solutions generated by GA constructs preferential model, which exploited net flow deriving an of alternatives at least similar input

10.1109/icsai.2017.8248349 article EN 2017-11-01

Las entidades municipales presentan una considerable heterogeneidad en relacion con su estatus sociodemografico, por lo que la correcta caracterizacion del nivel sociodemografico de cada uno ellos es un requisito basico, pero no suficiente, para elaboracion politicas publicas el desarrollo regional. El presente articulo muestra, principio, como esta tarea puede llevarse a cabo sobre base los metodos analisis multicriterio toma decisiones, vinculado las tareas gobierno. uso este enfoque...

10.29265/gypp.v24i2.112 article ES Gestión y Política Pública 2015-12-01

Objetivo: identificar productos potenciales de mango como una alternativa para la producción comercialización limitada en zona sur Sinaloa. Metodología: se implementaron dos primeras etapas: (1) Generación alternativas productos. (2) Selección un producto. Resultados: Etapa 1 identificaron: galleta rellena, ate y barra, por su facilidad compra, contenido funcional e ingredientes naturales, siendo barra el producto con mayor potencial éxito. En 2, barras presentaciones amaranto, mezcla frutos...

10.24836/es.v33i61.1361 article ES cc-by-nc Estudios Sociales Revista de Alimentación Contemporánea y Desarrollo Regional 2023-05-17
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