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This reprint explores the evolving landscape of fuzzy decision-making and soft computing techniques, offering innovative solutions for complex real-world problems. It presents future perspectives and cutting-edge applications across diverse domains, serving as a valuable resource for researchers, practitioners, and students in computational intelligence.