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市场调查报告书
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1627685
群体智慧市场:预测(2025-2030)Swarm Intelligence Market - Forecasts from 2025 to 2030 |
预计在预测期内,群体智慧市场将以 34.19% 的年复合成长率成长,到 2030 年,市场规模将从 2025 年的 197,925,000 美元达到 861,338,000 美元。
群体智慧是一种人工智慧 (AI),其灵感来自蜜蜂、蚂蚁和黄蜂等昆虫的行为模型。这项技术由许多个人在一个平台上共同努力实现通用目标组成,并且大规模地可以帮助改善人类集体决策和预测事件。群体智慧广泛用于解决巨量资料问题,无人机技术用于国防和军事。此外,群体智慧也广泛应用于机器人技术,通常由雷达、声纳和摄影机等代理组成,以帮助收集资料和资讯。此外,在交通运输和物流的应用逐年增加,并有望进一步成长。
由于对创新解决方案的需求不断增长以及人工智慧 (AI)、机器人技术和运算能力的进步,群体智慧市场正在经历快速成长。这项技术正在广泛应用于各个行业,包括军事和国防、农业、物流、医疗保健和金融。群体智慧的应用包括群体无人机、自主系统、精密农业、高效路线规划、个人化医疗、投资组合最佳化、风险管理等。
近年来,无人机 (UAV) 的普及和需求显着增长,被认为是未来几年群体智慧采用的关键驱动力。无人驾驶飞行器或无人机是没有人类或机组人员的飞机类型设备,可以使用群体演算法对固定目标和资源进行更复杂的搜寻。应用于无人机的群体智慧可以超越简单的扫描演算法。例如,配备群体智慧的HL-150无人机预计将在两年左右在印度推出,可在150公里的距离上运载约150公斤的货物。这将是印度第一架「重型」无人机,预计将改变和重新定义电子商务交付。
群体智慧无人机在国防和军事领域已被广泛应用,其高效率和准确性预计将在未来几年进一步推动市场成长。例如,许多政府都宣布了群体智慧计划,如西班牙的RAPAZ、法国的伊卡洛斯计划、英国的蓝熊群和俄罗斯的Lighting,预计将在本国的国防和安全中发挥重要作用。与自然群体不同,无人机群体可以一起执行各种任务,包括攻击机、通讯、感测器和诱饵等专门任务。
此外,2024年2月,西班牙航太和国防技术公司Aertec为西班牙国防部开发了三套TARSIS RPAS系统。 TARSIS-ISTAR 是一款高阶、战术性、紧凑型 I 类无人机,能够进行多种组合,专为恶劣的作战环境而设计。该系统整合了武器材料总局开发的新功能和有效载荷。
此外,群体智慧在机器人技术中的日益使用也被认为是市场的主要驱动因素。例如,俄罗斯新计划「标记」是一种配备机关枪和反战车飞弹的无人地面车辆,不仅将用于军事目的,还将参与月球和其他行星上的科学研究计划。
由于北美拥有专注于人工智慧和机器人研发的大型科技公司,预计将主导群体智慧市场。北美已成为群体智慧进步的主要中心,在人工智慧、机器人和相关领域的大量投资促进了群体智慧技术的发展。
此外,美国军事投资的增加将有助于增加群体智慧领域的需求,主要用于无人机群和自主系统的开发。例如,斯德哥尔摩国际和平研究所(SIPRI)预计,2023年美国国防支出将占全球军事开支的40%左右, 2022年至2023年将增加550亿美元,成为国防开支排名前九的国家。了总合。
此外,Google、亚马逊、微软等美国领先科技公司也都专注于研发。然而,美国军方仍然是群体智慧的主要投资者,特别是无人机群和自主系统。然而,它也出现在农业、物流和医疗领域,证明北美群体智慧市场是一个具有持续扩张潜力的地区。
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The swarm intelligence market is expected to grow at a compound annual growth rate of 34.19% over the forecast period to reach a market size of US$861.338 million in 2030, from US$197.925 million in 2025.
Swarm intelligence is an artificial intelligence (AI) inspired by the behavioral models of insects like bees, ants, wasps, etc. The technology consists of many individuals collaborating on a platform to achieve a common goal that, on a large scale, improves human group decisions and helps in forecasting events. Swarm intelligence is being widely used to solve big data problems, and drone technology is used in defense and the military. Besides that, swarm intelligence is also being widely used in robotics, which usually consists of agents like radar, sonar, and cameras that help in collecting data and information. Its application in transportation and logistics has also increased over the years, which is expected to drive its growth further.
The swarm intelligence market is experiencing rapid growth due to the rising demand for innovative solutions and advancements in artificial intelligence (AI), robotics, and computing power. This technology is increasingly being adopted across various industries, including military and defense, agriculture, logistics, healthcare, and finance. Applications of swarm intelligence include swarm-based drones, autonomous systems, precision farming, efficient route planning, personalized medicine, portfolio optimization, and risk management, among others.
The popularity and demand for unmanned aerial vehicles (UAVs) have witnessed significant growth over the years, which is considered a major driver for swarm intelligence adoption in the coming years. An unmanned aerial vehicle or drone is an aircraft-shaped device without any human or crew that uses swarm algorithms to perform in a more advanced fashion to search for an affixed target or resource. Swarm intelligence applied with UAVs performs better than simple scanning algorithms. For instance, the HL-150 drone powered by swarm intelligence will be available in India in about two years and will be able to transport around 150 kilograms of cargo to a distance of 150 km. This is expected to be India's first 'heavy lift' drone that can transform and redefine e-commerce delivery.
Swarm Intelligence drones are highly used in the defense and military sector, and their high efficiency and accuracy are expected to drive the market growth further in the coming years. For instance, many governments made swarm intelligence project announcements, including Spanish RAPAZ, the French Icarus project, the U.K. Blue Bear Swarm, and Russian Lighting, which are expected to play a key role in the defense and security of the nations. Unlike natural swarms, drone swarms can perform different tasks together, including specialized tasks like attackers, communicators, sensors, and decoys.
In addition to this, in February 2024, Aertec, a Spanish aerospace and defense technologic firm, developed three TARSIS RPAS systems for the Ministry of Defense of Spain. The TARISIS-ISTAR is a high-end, tactical, compact class I UAS, which allows multiple combinations and is designed for demanding operational environments. The systems integrated new functionalities and payloads developed by the General Directorate of Armament and Material.
Besides that, the increasing use of swarm intelligence in robotics is also considered a major driving factor for the market. For instance, Russia's new project, "Marker," is an unmanned ground vehicle armed with machine guns and anti-tank missiles that can be used for military purposes but is also expected to participate in scientific research projects on the moon and other planets.
North America is expected to dominate the swarm intelligence market due to its major technology companies focusing on research and development of AI and robotics. North America is a key hub for advances in swarm intelligence, driven by substantial investments in AI, robotics, and related fields that enhance the development of swarm intelligence technologies.
Moreover, the growing investments in the US military will contribute to increasing the demand in areas of swarm intelligence primarily directed toward developing drone swarms and autonomous systems. For instance, as per the Stockholm International Peace Research Institute (SIPRI), the U.S. defense spending in 2023 accounted for about 40 percent of global military spending with a $55 billion increase from 2022 to 2023, surpassing the defense spending of the top nine countries combined.
Further, leading American technology firms like Google, Amazon, and Microsoft are delving into swarm intelligence research and development. Despite this, the big-time investors in swarm intelligence, especially in drone swarms and autonomous systems, remain in the US military. However, it is also seen in agriculture, logistics, and health settings, proving that the North American swarm intelligence market is a potential region for continued expansion.
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