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Shaping Industry 4.0 and 5.0 Landscapes by Navigating Technological Shifts with Soft Computing Expertise

  • Mariam Fatima,
  • Reddy C. Kishor Kumar,
  • R. Aarti,
  • S. Md. Shakir Ali

摘要

This chapter explores the essential part that soft computing will play in propelling the industry’s transition from Industry 4.0 to Industry 5.0 in the future. Soft computing refers to a wide range of computer approaches, including neural networks, evolutionary algorithms, natural language processing, and fuzzy logic, that allow machines to handle imprecision, ambiguity, and complicated decision-making. Soft computing approaches in Industry 4.0 enable cyber-physical systems to make adaptive choices, do predictive analytics, optimize resource allocation, and improve proactive maintenance procedures. As the industrial environment shifts to Industry 5.0, soft computing becomes increasingly important for enabling seamless cooperation between humans and intelligent machines. Natural language processing allows for intuitive communication and engagement, while human-centric design principles emphasize personalized experiences and bespoke solutions. Industry 5.0 strives to achieve a harmonious integration of technology and humans via the use of soft computing, supporting creativity, innovation, and sustainable growth in the digital age. This chapter explores the specific uses and advantages of soft computing in Industry 4.0 and Industry 5.0, emphasizing its revolutionary influence on industrial processes, human-machine cooperation, and user experiences.