通过仿生学和人工智能推进创新:从灵感到实施

Tejaswini S Dhamdar, Sandhya K V, B. V. Basavaraj
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摘要

将生物仿生学原理与人工智能(AI)相结合,是应对各领域复杂挑战的一种令人信服的方法。本文探讨了仿生学与人工智能之间的协同作用,阐明了仿效自然过程和结构如何激发创新解决方案。文章首先概述了生物仿生的历史渊源和显著成就,然后重点介绍了人工智能在加速生物仿生研究和创新方面的作用。书中讨论了生物仿生学的各种应用,从材料开发到生物技术和减缓气候变化,展示了这种跨学科方法所提供的广泛可能性。此外,还探讨了生物仿生学与人工智能相结合所固有的挑战和伦理考虑,强调了多学科合作和伦理意识的必要性。展望未来,文章概述了未来的研究方向,包括开发整合不同生物来源知识的人工智能算法,以及将道德因素纳入生物仿生设计过程。最后,文章总结道,生物仿生学和人工智能的融合有望促进可持续、高效和符合道德规范的技术进步,促进人类与自然世界之间的和谐关系:
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Advancing Innovation through Biomimicry and AI: Inspiration to Implementation
The integration of biomimicry principles with artificial intelligence (AI) presents a compelling approach to addressing complex challenges across various domains. This article explores the synergy between biomimicry and AI, elucidating how the emulation of natural processes and structures can inspire innovative solutions. Beginning with an overview of biomimicry's historical roots and notable achievements, the narrative progresses to highlight AI's role in accelerating biomimetic research and innovation. Various applications of biomimicry, ranging from material development to biotech and climate change mitigation, are discussed, showcasing the breadth of possibilities offered by this interdisciplinary approach. Challenges and ethical considerations inherent in combining biomimicry and AI were also examined, emphasizing the need for multidisciplinary collaboration and ethical awareness. Looking ahead, future directions in research are outlined, including the development of AI algorithms that integrate knowledge from diverse biological sources and the incorporation of moral considerations into biomimetic design processes. Ultimately, the article concludes by suggesting that the convergence of biomimicry and AI holds promise for fostering sustainable, efficient, and ethically informed technological advancements, facilitating a harmonious relationship between humanity and the natural world. GRAPHICAL ABSTRACT:
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