“…This approach enhances the decision-making process by providing a balanced and nuanced perspective, taking into account the varying degrees of importance assigned to different elements. Rahman [23], Li and Wei [24], Rahman et al [25], and Qiyas et al [26], presented logarithmic techniques, namely LIFWAA, LIFOWAA, LIFEWAA, LIFEOWAA, LIFEHAA, LIFEWGA, LIFEOWGA, LIFEHGA, LIFWGA, LIFOWGA, CLIFEWGA, CLIFEOWGA, CLIFEHGA, CLIFEWAA, CLIFEOWAA, CLIFEHAA, LCWAA, LCOWAA, LCWGA, LCOWGA operators. These methods offer significant value in tackling certain decision-making problems.…”