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The pairing of 6G networks and AI creates new needs for infrastructure, data preparation, and governance. Thus, Intent\u2010Based Network (IBN) architecture is a key infrastructure for 6G technology. Usually, these networks are formed of several clusters for data gathering from various heterogeneities in devices. Therefore, an important problem is to find the minimum transmission power for each node in the network clusters. This paper presents hybridization between two Computational Intelligence (CI) algorithms called the Marine Predator Algorithm and the Generalized Normal Distribution Optimization (MPGND). The proposed algorithm is applied to save power consumption which is an important problem in sustainable green 6G\u2010IBN. MPGND is compared with several recently proposed algorithms, including Augmented Grey Wolf Optimizer (AGWO), Sine Tree\u2010Seed Algorithm (STSA), Archimedes Optimization Algorithm (AOA), and Student Psychology\u2010Based Optimization (SPBO). The experimental results with the statistical analysis demonstrate the merits and highly competitive performance of the proposed algorithm.<\/jats:p>","DOI":"10.1155\/2021\/9931677","type":"journal-article","created":{"date-parts":[[2021,6,22]],"date-time":"2021-06-22T00:05:43Z","timestamp":1624320343000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Green Communication for Sixth\u2010Generation Intent\u2010Based Networks: An Architecture Based on Hybrid Computational Intelligence Algorithm"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0802-5563","authenticated-orcid":false,"given":"Khalid A.","family":"Eldrandaly","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4342-5036","authenticated-orcid":false,"given":"Laila","family":"Abdel-Fatah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2794-3936","authenticated-orcid":false,"given":"Mohamed","family":"Abdel-Basset","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6347-8368","authenticated-orcid":false,"given":"Mohamed","family":"El-hoseny","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6181-097X","authenticated-orcid":false,"given":"Nabil M.","family":"Abdel-Aziz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,6,21]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/9922043"},{"key":"e_1_2_9_2_2","doi-asserted-by":"crossref","unstructured":"LeivadeasA.andFalknerM. 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