Research Outputs

Now showing 1 - 10 of 12
  • Publication
    Uncertain induced prioritized aggregation operators in the analysis of the imports and exports
    (Journal of Multiple-Valued Logic & Soft Computing, 2021) ;
    Espinoza-Audelo, Luis
    ;
    ;
    Merigó, José
    ;
    Blanco-Mesa, Fabio
    Interval numbers are widely used in many fields to provide information about different scenarios. This paper presents several new uncertain average formulations using the ordered weighted average, prioritized, probabilistic and induced operators. First, the work introduces the uncertain prioritized induced probabilistic ordered weighted average (UPIPOWA) operator that its main applicability is in complex group decision making problems. Also, a wide range of special cases and extensions using quasi-arithmetic means are presented, such is the case of the quasi-arithmetic UPIPOWA (QUPIPOWA) operator. The study analyzes the applicability of this new approach in economic variables, specifically are imports and exports. Particularly, the paper focuses on measuring the imports and exports for Latin America for 2017
  • Publication
    Investment portfolio selection process using distance operators
    (International Association for FUZZY-SET Management and Economy, 2021) ;
    Alfaro-García, Victor-G
    ;
    Blanco-Mesa, Fabio
    This paper presents applications of computational intelligence tools in investment decision making processes. The aim is to build effective stock portfolios, for diverse risk-oriented individuals, including both, objective and subjective inputs. The proposed methods include the analysis of 5 different stock shares from companies that are in the Nasdaq 100 index, namely: Microsoft, Amazon.com Inc, MercadoLibre Inc, Intel Corporation and Facebook Inc using the ordered weighted average distance (OWAD) operator, the ordered weighted averaging adequacy coefficient (OWAAC) operator and the ordered weighted averaging index of maximum and minimum level (OWAIMAM) operator. Results show that a risk seeking investor would prefer stocks that display the behavior of the analyzed dataset of Amazon and a conservative investor would prefer Intel. The main advantage of the proposed methods is introducing multiple objective and subjective data in a single formulation that includes risk aversion, aptitude, expectations, and investment inputs, providing a wider representation of options and scenarios.
  • Publication
    Tax revenue measurement using OWA operators
    (Taylor & Francis, 2024) ;
    Blanco-Mesa, Fabio
    ;
    Hussain, Walayat
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    Flores-Sosa, Martha
    ;
    Perez-Arellano, Luis
    The aim of this paper is to present the application of the OWA operator and some of its extensions in the calculation of continent and global tax revenues. The idea is to present how the analysis of an important economic indicator can vary depending on how the information is aggregated. An example was employed based on the Organization for Economic Co-operation and Development (OECD) database using 111 countries that were divided by continent, and then the global tax revenue was calculated using different aggregation operators. Different analyses can be carried out by governments and enterprises to improve decision making and fiscal politics.
  • Publication
    The ordered weighted government transparency average: Colombia case
    (IOS Press, 2021) ;
    Blanco-Mesa, Fabio
    ;
    Alfaro-Garcia, Victor
    ;
    Gil-Lafuente, Anna
    ;
    Merigo, Jose
    The main aim of this paper is to propose a new aggregation operator to improve the evaluation of the transparency index. This new operator is called the prioritized induced ordered weighted average weighted average (PIOWAWA) operator. The main characteristics of the PIOWAWA operator are that it allows considering the degree of importance, reordering and weight factors given to the information in the same formulation by the decision maker. A mathematical application is performed using a Colombia transparency case. The findings highlight that according to the operator used, there are significant changes in the ranking. The main implications are given by using these aggregation operators for the generation of scenarios by considering the changes in the allocation of weights, the level of importance and the ordering of information simultaneously.
  • Publication
    The ordered weighted average corporate social responsibility
    (Emerald Publishing Limited, 2021) ;
    Velazquez-Cazares, Marlenne
    ;
    Blanco-Mesa, Fabio
    ;
    Alvarado-Altamirano, Segio
    Purpose: The purpose of this paper is to identify new formulations for evaluating corporate social responsibility using different aggregation information operators. Design/methodology/approach: The ordered weighted average (OWA) operator and its extensions, the induced OWA (IOWA) and prioritized OWA (POWA) operators are used to generate a new score for a Mexican enterprise with the corporate social responsibility (CSR) distinction. Findings: The use of these operators allows for generation of different scenarios highlighting the relative importance of the elements. This information is useful for the government and companies to generate different evaluations depending on the specific characteristics of the region, state or municipality. Originality/value: The use of aggregation operators in the traditional CSR formulation is presented. Likewise, the application of these new strategies to evaluate CSR is presented in a Mexican enterprise case to understand the steps that should be followed if the OWA operator and its extensions are to be used.
  • Publication
    Pythagorean membership grade distance aggregation: An application to new business ventures
    (IOS Press, 2021) ;
    Blanco-Mesa, Fabio
    ;
    Alfaro-Garcia, Victor
    ;
    Gil-Lafuente, Anna
    ;
    Merigo, Jose
    The objective of the paper is to present an extension of the ordered weighted average (OWA) operator, probability OWA (POWA) operator, distance measures and Pythagorean membership grades. These new operators are called the Pythagorean membership grade OWA distance (PMGOD) operator and the probabilistic Pythagorean membership grade OWA distance (PPMGOD) operator. This extension includes in one formulation the ability to measure the ideal vs. real situation of the distance operators, the weighting vector and reordering step of the OWA operator and the way in which it includes uncertainty based on the satisfaction of the criteria of the Pythagorean membership degree. These propositions are applied to new business ventures in the city of Colombia, where the decision maker can express his/her concerns about the uncertainty and probabilities of the current business environment and, thus, generate a better decision-making process.
  • Publication
    Fuzzy systems in innovation and sustainability
    (Springer Nature, 2021) ;
    Blanco-Mesa, Fabio
    ;
    Alfaro-Garcia, Victor
    ;
    Gil-Lafuente, Anna
    ;
    Merigo, Jose
    Fuzzy systems in innovation and sustainability are important topics in literature nowadays. A lot of new formulations in fuzzy systems are being made including interesting applications in different topics. The aim of this special issue is to present different works made in this line of research that were presented in the IV International Congress of Innovation and Sustainability (ICONIS).
  • Publication
    Innovation in strategic planning through fuzzy methodologies: a study of the industrial context of Bogota, Colombia during COVID-19
    (Inderscience, 2024)
    Blanco-Mesa, Fabio
    ;
    The paper analyses the strategic planning in the industrial context of Bogota, Colombia during COVID-19. Because of the different perspectives and subjectivity of the topic, the objective is to use an innovative methodology based on different multi-criteria decision-making (MCDM) characteristics and fuzzy logic to analyse the problem. The methodologies used were the Bonferroni ordered weighted average (OWA) operator and the Pitchat algorithm. The study was based on five sectors with seven strategic scopes. Among the main results was possible to visualise that all the sectors find the most important scope in marketing and the less important scope in Formalisation. Finally, some specific analyses of the results for each sector are presented to visualise how the scopes of the strategic planning can change depending on the sector.
  • Publication
    Interest Rates with Ordered Weighted Averages
    (Old City Publishing, 2024) ;
    Flores-Sosa, Martha
    ;
    Hussain, Walayat
    ;
    Blanco-Mesa, Fabio
    ;
    Espinoza-Audelo, Luis
    The main purpose is to propose a new method for approximating the average interest rate using an ordered weighted average. The ordered weighted average (OWA), generalized GOWA operator and interval numbers are studied to develop this method. Using average interest rate formulation combined with aggregations operators and interval numbers presented above is the proposed weighted average interest rate (OWAIR) operator. For mathematical application, the deposit interest rates of the countries with 2020 data on the World Bank website are carried out. Finally, it should be noted that changes in the maximum, minimum, and average values are considered in the use of training for each region, which can be helpful for investors’ decision-making.
  • Publication
    Fuzzy systems and applications in innovation and sustainability
    (IOS Press, 2021) ;
    Blanco-Mesa, Fabio
    ;
    Alfaro-Garcia, Victor
    ;
    Gil-Lafuente, Anna
    ;
    Merigo, Jose