{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T01:32:53Z","timestamp":1773019973715,"version":"3.50.1"},"reference-count":80,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T00:00:00Z","timestamp":1667952000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Algorithms"],"abstract":"<jats:p>Personnel selection is increasingly proving to be an essential factor for the success of organizations. These issues almost universally involve multiple conflicting objectives, uncertainties, costs, and benefits in decision-making. In this context, personnel assessment problems, which include several candidates as alternatives, along with several complex evaluation criteria, can be solved by applying Multicriteria Decision Making (MCDM) methods. Uncertainty and subjectivity characterize the choice of personnel for missions or promotions at the military level. In this paper, we evaluated 30 Brazilian Navy officers in the light of four criteria and 34 subcriteria. To support the decision-making process regarding the promotion of officers, we applied the ELECTRE-Mor MCDM method. We categorized the alternatives into three classes in the modeling proposed in this work, namely: Class A (Promotion by deserving), Class B (Promotion by seniority), and Class C (Military not promoted). As a result, the method presented 20% of the officers evaluated with performance corresponding to class A, 53% of the alternatives to class B, and 26.7% with performances attributed to class C. In addition, we presented a sensitivity analysis procedure through variation of the cut-off level \u03bb, allowing decision-making on more flexible or rigorous scenarios at the discretion of the Naval High Administration. This work brings a valuable contribution to academia and society since it represents the application of an MCDM method in state of the art to contribute to solving a real problem.<\/jats:p>","DOI":"10.3390\/a15110422","type":"journal-article","created":{"date-parts":[[2022,11,10]],"date-time":"2022-11-10T02:07:48Z","timestamp":1668046068000},"page":"422","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["A Systematic Approach to the Management of Military Human Resources through the ELECTRE-MOr Multicriteria Method"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9892-6327","authenticated-orcid":false,"given":"Igor Pinheiro de Ara\u00fajo","family":"Costa","sequence":"first","affiliation":[{"name":"Operational Research Department, Naval Systems Analysis Center (CASNAV), Rio de Janeiro 20091-000, Brazil"}]},{"given":"Adilson Vilarinho","family":"Terra","sequence":"additional","affiliation":[{"name":"Production Department, Fluminense Federal University (UFF), Niteroi 24210-346, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5179-1047","authenticated-orcid":false,"given":"Miguel \u00c2ngelo Lellis","family":"Moreira","sequence":"additional","affiliation":[{"name":"Operational Research Department, Naval Systems Analysis Center (CASNAV), Rio de Janeiro 20091-000, Brazil"},{"name":"Production Department, Fluminense Federal University (UFF), Niteroi 24210-346, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4556-9578","authenticated-orcid":false,"given":"Maria Teresa","family":"Pereira","sequence":"additional","affiliation":[{"name":"School of Engineering of Porto (ISEP), Polytechnic of Porto, 4200-072 Porto, Portugal"},{"name":"Instituto de Ci\u00eancia e Inova\u00e7\u00e3o em Engenharia Mec\u00e2nica e Engenharia Industrial (INEGI), Rua Dr. Roberto Frias, 400, 4200-465 Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8516-6701","authenticated-orcid":false,"given":"Luiz Paulo Lopes","family":"F\u00e1vero","sequence":"additional","affiliation":[{"name":"School of Economics, Business and Accounting, University of S\u00e3o Paulo, Sao Paulo 05508-010, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1533-5535","authenticated-orcid":false,"given":"Marcos dos","family":"Santos","sequence":"additional","affiliation":[{"name":"Operational Research Department, Naval Systems Analysis Center (CASNAV), Rio de Janeiro 20091-000, Brazil"},{"name":"Systems and Computing Department, Military Institute of Engineering (IME), Urca 22290-270, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6865-0275","authenticated-orcid":false,"given":"Carlos Francisco Sim\u00f5es","family":"Gomes","sequence":"additional","affiliation":[{"name":"Production Department, Fluminense Federal University (UFF), Niteroi 24210-346, Brazil"}]}],"member":"1968","published-online":{"date-parts":[[2022,11,9]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1590\/S0101-74382009000100004","article-title":"Uso de SAD no apoio \u00e0 decis\u00e3o na destina\u00e7\u00e3o de res\u00edduos pl\u00e1sticos e gest\u00e3o de materiais","volume":"29","author":"Cardoso","year":"2009","journal-title":"Pesqui. 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