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Leveraging Quantum Computing for Enhanced Decision Support in Disaster Management

  • Shugufta Fatima,
  • C Kishor Kumar Reddy,
  • Anindya Nag,
  • Sahithi Reddy Pullannagari

摘要

The escalating frequency and severity of natural disasters, such as hurricanes, earthquakes, and wildfires, underscore the critical need for advanced decision support systems (DSS) to enhance disaster management strategies. Traditional DSS often fall short in handling the complex and dynamic nature of these events, highlighting a significant gap in current disaster management practices. To address these challenges, there is a growing interest in leveraging cutting-edge technologies, with quantum computing emerging as a particularly promising field. Quantum computing, which harnesses the principles of quantum mechanics, has the potential to surpass classical computers in solving intricate and large-scale problems. Unlike classical systems that rely on binary bits, quantum computers use qubits, which can represent and process multiple states simultaneously. This capability allows quantum computers to handle complex computations and optimizations that are currently beyond the reach of classical methods. This chapter explores how quantum computing is integrated into disaster management DSS, focusing on optimizing resource allocation, improving predictive modeling, and enhancing real-time decision-making capabilities. We review how quantum computing technologies are currently evolving, their applications in disaster management, and present case studies demonstrating their potential. Additionally, we discuss the future directions and challenges for leveraging quantum computing in this critical domain.