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市场调查报告书
商品编码
1462971

群体智慧市场,占有率,市场规模,趋势,行业分析报告:依型号,容量,应用,最终用途,地区,细分市场,预测2024-2032 年

Swarm Intelligence Market Share, Size, Trends, Industry Analysis Report, By Model (Particle Swarm Optimization, Ant Colony Optimization, Others); By Capability; By Application; By End Use; By Region; Segment Forecast, 2024- 2032
出版日期: | 出版商: Polaris Market Research | 英文 119 Pages | 商品交期: 最快1-2个工作天内

价格

根据Polaris Market Research的最新研究，到2032年，全球群体智慧市场规模预计将达到8.0672亿美元。该研究报告提供了对当前市场动态的详细洞察，并对未来市场成长进行了分析。

由于跨行业对可扩展和适应性强的解决方案的需求，群体智慧市场的需求不断增长。受群居昆虫集体行为的启发，群体智慧提供了一个分散的自组织系统来有效应对复杂的课题。可扩展性是采用群体智慧的关键驱动力，能够在大量代理之间进行协调以实现灵活的解决方案。此外，它的适应性使其适合动态环境，使其能够透过去中心化决策快速回应不断变化的条件。物流、机器人、金融、医疗保健和製造等行业正在拥抱群体智能，因为它具有优化流程和增强决策的潜力。

人工智慧、机器学习和感测器技术的进步显着改进了群体智慧演算法。自治系统越来越多地在各行业中采用，依靠群体智慧进行分散决策和协调。这种需求正在推动能够大规模应用的更复杂演算法的开发。此外，边缘运算和物联网设备使群体智慧能够即时分析数据，而无需集中处理。5G 等通讯技术的进步促进了群体代理之间的无缝协作。

在医疗保健领域，群体智慧透过利用不同的数据来源来诊断疾病、规划治疗和改善医院运营，从而优化患者护理。在生物医学领域，我们透过分析大量资料集来识别候选药物和建立生物系统模型，从而加速药物发现、基因组学和计算生物学的进步。医疗数据日益复杂、个人化治疗的需求以及优化医疗服务的需求推动了这种采用。随着群体智慧在这些领域的采用，市场有望显着成长，并推动医疗保健和生物医学领域的创新。

此外，随着城市进行数位转型，Swarm Intelligence 提供创新解决方案来优化城市系统。主要应用是城市交通，其中演算法优化交通管理和自动驾驶车辆以减少拥塞。此外，群体智慧优化了智慧能源系统并促进了再生能源的整合。它还透过分析数据来检测异常并协调紧急回应来增强公共安全。随着智慧城市计画的推进，对群体智慧技术的需求不断增加，从而彻底改变城市生活。

群体智慧市场报告亮点

2023年，蚁群优化领域因其广泛的适用性、高效的优化以及经过验证的有效性而占据了很大的收入占有率。

2023年，由于效率提升、即时决策和可扩展性，优化领域占据了很大的收入占有率。

到 2023 年，由于对自动化、增强的导航和探索以及对动态环境的适应性的需求增加，机器人产业占据了很大的收入占有率。

2023年，由于高效的路线规划、加强的车队管理和最后一英里的交付优化，运输和物流行业将占据重要的收入占有率。

由于主要参与者的存在、整个行业的早期采用以及坚实的基础设施，北美地区在 2023 年占据了重要的市场占有率。

由于 Apium Swarm Robotics、Axon Enterprise, Inc.、DoBots、Enswarm、Hydromea、Sentien Robotics 和 SSI Schafer-Fritz Schafer 等全球市场参与者的存在，该市场竞争非常激烈。

目录

第一章简介

第二章执行摘要

第三章研究方法论

第四章全球群体智慧市场洞察

  • 群体智慧 - 产业快照
  • 群体智慧市场动态
    • 驱动因素和机遇
      • 人工智慧（AI）和机器学习（ML）技术的更多采用预计将刺激对该产品的需求。
      • 对自主系统的需求不断增长预计将推动群体智慧市场的成长
    • 限制因素和课题
      • 对资料隐私和安全的担忧可能会阻碍群体智慧市场的成长
  • PESTLE分析
  • 群体智慧产业趋势
  • 价值链分析
  • COVID-19 影响分析

第五章依模式划分的世界市场

  • 主要发现
  • 介绍
  • 粒子群最佳化
  • 蚁群优化
  • 其他

第六章以容量划分的世界市场

  • 主要发现
  • 介绍
  • 行程
  • 最佳化
  • 聚类
  • 路由

第七章依应用划分的世界市场

  • 主要发现
  • 介绍
  • 无人机
  • 机器人技术
  • 人类蜂拥而至
  • 其他

第八章以最终用途划分的全球市场

  • 主要发现
  • 介绍
  • 机器人和自动化
  • 运输
  • 卫生保健
  • 其他

第 9 章依地区划分的世界市场

  • 主要发现
  • 介绍
    • 群体智慧市场评估，依地区，2019-2032
  • 群体智慧市场 - 北美
    • 北美：群体智慧市场，依型号，2019-2032
    • 北美：群体智慧市场（依最终用途），2019-2032 年
    • 北美：群体智慧市场（依功能），2019-2032
    • 北美：群体智慧市场，依应用划分，2019-2032
    • 群体智慧市场—美国
    • 群体智慧市场—加拿大
  • 群体智慧市场——欧洲
    • 欧洲：群体智慧市场，依型号，2019-2032
    • 欧洲：群体智慧市场，依最终用途，2019-2032 年
    • 欧洲：群体智慧市场（依功能），2019-2032
    • 欧洲：群体智慧市场，依应用划分，2019-2032 年
    • 群体智慧市场——英国
    • 群体智慧市场——法国
    • 群体智慧市场——德国
    • 群体智慧市场——义大利
    • 群体智慧市场——西班牙
    • 群体智慧市场——荷兰
    • 群体智慧市场—俄罗斯
  • 群体智慧市场—亚太地区
    • 亚太地区：群体智慧市场，依模型划分，2019-2032 年
    • 亚太地区：群体智慧市场（依最终用途），2019-2032 年
    • 亚太地区：群体智慧市场，依功能划分，2019-2032 年
    • 亚太地区：群体智慧市场，依应用划分，2019-2032 年
    • 群体智慧市场——中国
    • 群体智慧市场——印度
    • 群体智慧市场——日本
    • 群体智慧市场—马来西亚
    • 群体智慧市场 - 印尼
    • 群体智慧市场——韩国
  • 群体智慧市场—中东和非洲
    • 中东和非洲：群体智慧市场（依模型），2019-2032
    • 中东和非洲：群体智慧市场（依最终用途），2019-2032 年
    • 中东和非洲：群体智慧市场（依功能），2019-2032
    • 中东和非洲：群体智慧市场，依应用划分，2019-2032 年
    • 群体智慧市场——沙乌地阿拉伯
    • 群体智慧市场——南非
    • 群体智慧市场——以色列
    • 群体智慧市场－阿联酋
  • 群体智慧市场—拉丁美洲
    • 拉丁美洲：群体智慧市场（依模型），2019-2032 年
    • 拉丁美洲：群体智慧市场（依最终用途），2019-2032 年
    • 拉丁美洲：群体智慧市场，依功能划分，2019-2032 年
    • 拉丁美洲：群体智慧市场，依应用划分，2019-2032 年
    • 群体智慧市场——墨西哥
    • 群体智慧市场——巴西
    • 群体智慧市场——阿根廷

第10章竞争格局

  • 扩张和收购分析
    • 扩张
    • 收购
  • 伙伴关係/协作/协议/出版物

第十一章公司简介

  • Apium Swarm Robotics
  • Axon Enterprise, Inc
  • Continental AG
  • ConvergentAI, Inc
  • DoBots
  • Enswarm
  • Hydromea
  • Kim Technologies
  • Mobileye
  • PowerBlox
  • Robert Bosch GmbH
  • Sentien Robotics
  • SSI Schafer-Fritz Schafer
  • Swarm Technology
  • Valutico
Product Code: PM4659

The global swarm intelligence market size is expected to reach USD 806.72 million by 2032, according to a new study by Polaris Market Research. The report "Swarm Intelligence Market Share, Size, Trends, Industry Analysis Report, By Model (Particle Swarm Optimization, Ant Colony Optimization, Others); By Capability; By Application; By End Use; By Region; Segment Forecast, 2024- 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The swarm intelligence market is witnessing heightened demand due to the necessity for scalable and adaptable solutions across industries. Inspired by social insects' collective behavior, swarm intelligence offers decentralized, self-organized systems to tackle complex challenges effectively. Scalability is a significant driver for adopting swarm intelligence, enabling coordination among numerous agents for flexible solutions. Additionally, its adaptive nature suits dynamic environments, allowing quick responses to changing conditions through decentralized decision-making. Industries such as logistics, robotics, finance, healthcare, and manufacturing embrace swarm intelligence for its potential to optimize processes and enhance decision-making.

Progress in artificial intelligence, machine learning, and sensor technologies has greatly improved swarm intelligence algorithms. Increasing adoption of autonomous systems across industries relies on swarm intelligence for decentralized decision-making and coordination. This demand enhances the development of more sophisticated algorithms capable of handling large-scale applications. Moreover, edge computing and IoT devices enable swarm intelligence to analyze data in real-time without centralized processing. Advancements in communication technologies like 5G facilitate seamless coordination among swarm agents.

In healthcare, swarm intelligence optimizes patient care by leveraging diverse data sources for disease diagnosis, treatment planning, and hospital operations improvement. In biomedicine, it drives drug discovery, genomics, and computational biology advancements by analyzing vast datasets for identifying drug candidates and modeling biological systems. This adoption is fueled by the increasing complexity of medical data, demand for personalized treatments, and the need for optimized healthcare delivery. As these sectors embrace swarm intelligence, the market is poised for significant growth, fostering innovation in healthcare and biomedicine.

Additionally, as cities undergo digital transformation, swarm intelligence offers innovative solutions for optimizing urban systems. A key application is in urban mobility, where algorithms optimize traffic management and autonomous vehicles, reducing congestion. Additionally, swarm intelligence optimizes smart energy systems, promoting renewable energy integration. It also enhances public safety by analyzing data to detect anomalies and coordinate emergency responses. As smart city initiatives progress, demand for swarm intelligence technologies increases, revolutionizing urban living.

Swarm Intelligence Market Report Highlights

In 2023, the ant colony optimization segment held a significant revenue share owing to wide applicability, efficient optimization, and proven effectiveness.

In 2023, the optimization segment held a significant revenue share owing to efficiency improvement, real-time decision-making, and scalability.

In 2023, the robotics segment held a significant revenue share owing to increased automation demand, enhanced navigation and exploration, and adaptability to dynamic environments.

In 2023, the transportation & logistics segment held a significant revenue share owing to efficient route planning, enhanced fleet management, and last-mile delivery optimization.

North America region accounted for a significant market share in 2023 due to the presence of key players, early adoption across industries, and robust infrastructure.

The market is highly competitive owing to the existence of market players with a global presence, including Apium Swarm Robotics, Axon Enterprise, Inc., DoBots, Enswarm, Hydromea, Sentien Robotics, and SSI Schafer - Fritz Schafer, among others.

Polaris Market Research has segmented the Swarm Intelligence market report based on model, capability, application, end use, and region:

Swarm Intelligence, Model Outlook (Revenue - USD Million, 2019 - 2032)

  • Particle Swarm Optimization
  • Ant Colony Optimization
  • Others

Swarm Intelligence, Capability Outlook (Revenue - USD Million, 2019 - 2032)

  • Scheduling
  • Optimization
  • Clustering
  • Routing

Swarm Intelligence, Application Outlook (Revenue - USD Million, 2019 - 2032)

  • Drones
  • Robotics
  • Human Swarming
  • Others

Swarm Intelligence, End Use Outlook (Revenue - USD Million, 2019 - 2032)

  • Robotics & Automation
  • Transportation & Logistics
  • Healthcare
  • Others

Swarm Intelligence, Regional Outlook (Revenue - USD Million, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • France
  • Germany
  • UK
  • Italy
  • Netherlands
  • Spain
  • Russia
  • Rest of Europe
  • Asia Pacific
  • Japan
  • China
  • India
  • Malaysia
  • Indonesia
  • South Korea
  • Australia
  • Rest of Asia Pacific
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Rest of Latin America
  • Middle East & Africa
  • Saudi Arabia
  • UAE
  • Israel
  • South Africa
  • Rest of Middle East & Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global Swarm Intelligence Market Insights

  • 4.1. Swarm Intelligence - Industry Snapshot
  • 4.2. Swarm Intelligence Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Increase in adoption of artificial intelligence (AI) and machine learning (ML) technologies is projected to spur the product demand
      • 4.2.1.2. Rise in demand for autonomous systems is expected to drive swarm intelligence market growth
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Data privacy and security concerns are likely to impede the swarm intelligence market growth
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. Swarm Intelligence Industry Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Swarm Intelligence Market, by Model

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • 5.3. Particle Swarm Optimization
    • 5.3.1. Global Swarm Intelligence Market, by Particle Swarm Optimization, by Region, 2019-2032 (USD Million)
  • 5.4. Ant Colony Optimization
    • 5.4.1. Global Swarm Intelligence Market, by Ant Colony Optimization, by Region, 2019-2032 (USD Million)
  • 5.5. Others
    • 5.5.1. Global Swarm Intelligence Market, by Others, by Region, 2019-2032 (USD Million)

6. Global Swarm Intelligence Market, by Capability

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • 6.3. Scheduling
    • 6.3.1. Global Swarm Intelligence Market, by Scheduling, by Region, 2019-2032 (USD Million)
  • 6.4. Optimization
    • 6.4.1. Global Swarm Intelligence Market, by Optimization, by Region, 2019-2032 (USD Million)
  • 6.5. Clustering
    • 6.5.1. Global Swarm Intelligence Market, by Clustering, by Region, 2019-2032 (USD Million)
  • 6.6. Routing
    • 6.6.1. Global Swarm Intelligence Market, by Routing, by Region, 2019-2032 (USD Million)

7. Global Swarm Intelligence Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 7.3. Drones
    • 7.3.1. Global Swarm Intelligence Market, by Drones, by Region, 2019-2032 (USD Million)
  • 7.4. Robotics
    • 7.4.1. Global Swarm Intelligence Market, by Robotics, by Region, 2019-2032 (USD Million)
  • 7.5. Human Swarming
    • 7.5.1. Global Swarm Intelligence Market, by Human Swarming, by Region, 2019-2032 (USD Million)
  • 7.6. Others
    • 7.6.1. Global Swarm Intelligence Market, by Others, by Region, 2019-2032 (USD Million)

8. Global Swarm Intelligence Market, by End Use

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • 8.3. Robotics & Automation
    • 8.3.1. Global Swarm Intelligence Market, by Robotics & Automation, by Region, 2019-2032 (USD Million)
  • 8.4. Transportation & Logistics
    • 8.4.1. Global Swarm Intelligence Market, by Transportation & Logistics, by Region, 2019-2032 (USD Million)
  • 8.5. Healthcare
    • 8.5.1. Global Swarm Intelligence Market, by Healthcare, by Region, 2019-2032 (USD Million)
  • 8.6. Others
    • 8.6.1. Global Swarm Intelligence Market, by Others, by Region, 2019-2032 (USD Million)

9. Global Swarm Intelligence Market, by Geography

  • 9.1. Key findings
  • 9.2. Introduction
    • 9.2.1. Swarm Intelligence Market Assessment, By Geography, 2019-2032 (USD Million)
  • 9.3. Swarm Intelligence Market - North America
    • 9.3.1. North America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.3.2. North America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.3.3. North America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.3.4. North America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.3.5. Swarm Intelligence Market - U.S.
      • 9.3.5.1. U.S.: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.3.5.2. U.S.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.3.5.3. U.S.: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.3.5.4. U.S.: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.3.6. Swarm Intelligence Market - Canada
      • 9.3.6.1. Canada: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.3.6.2. Canada: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.3.6.3. Canada: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.3.6.4. Canada: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.4. Swarm Intelligence Market - Europe
    • 9.4.1. Europe: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.4.2. Europe: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.4.3. Europe: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.4.4. Europe: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.5. Swarm Intelligence Market - UK
      • 9.4.5.1. UK: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.5.2. UK: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.5.3. UK: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.5.4. UK: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.6. Swarm Intelligence Market - France
      • 9.4.6.1. France: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.6.2. France: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.6.3. France: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.6.4. France: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.7. Swarm Intelligence Market - Germany
      • 9.4.7.1. Germany: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.7.2. Germany: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.7.3. Germany: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.7.4. Germany: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.8. Swarm Intelligence Market - Italy
      • 9.4.8.1. Italy: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.8.2. Italy: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.8.3. Italy: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.8.4. Italy: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.9. Swarm Intelligence Market - Spain
      • 9.4.9.1. Spain: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.9.2. Spain: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.9.3. Spain: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.9.4. Spain: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.10. Swarm Intelligence Market - Netherlands
      • 9.4.10.1. Netherlands: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.10.2. Netherlands: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.10.3. Netherlands: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.10.4. Netherlands: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.11. Swarm Intelligence Market - Russia
      • 9.4.11.1. Russia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.11.2. Russia.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.11.3. Russia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.11.4. Russia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.5. Swarm Intelligence Market - Asia Pacific
    • 9.5.1. Asia Pacific: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.5.2. Asia Pacific: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.5.3. Asia Pacific: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.5.4. Asia Pacific: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.5. Swarm Intelligence Market - China
      • 9.5.5.1. China: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.5.2. China.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.5.3. China: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.5.4. China: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.6. Swarm Intelligence Market - India
      • 9.5.6.1. India: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.6.2. India.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.6.3. India: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.6.4. India: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.7. Swarm Intelligence Market - Japan
      • 9.5.7.1. Japan: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.7.2. Japan.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.7.3. Japan: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.7.4. Japan: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.8. Swarm Intelligence Market - Malaysia
      • 9.5.8.1. Malaysia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.8.2. Malaysia.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.8.3. Malaysia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.8.4. Malaysia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.9. Swarm Intelligence Market - Indonesia
      • 9.5.9.1. Indonesia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.9.2. Indonesia.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.9.3. Indonesia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.9.4. Indonesia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.10. Swarm Intelligence Market - South Korea
      • 9.5.10.1. South Korea: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.10.2. South Korea.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.10.3. South Korea: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.10.4. South Korea: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.6. Swarm Intelligence Market - Middle East & Africa
    • 9.6.1. Middle East & Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.6.2. Middle East & Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.6.3. Middle East & Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.6.4. Middle East & Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.5. Swarm Intelligence Market - Saudi Arabia
      • 9.6.5.1. Saudi Arabia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.5.2. Saudi Arabia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.5.3. Saudi Arabia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.5.4. Saudi Arabia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.6. Swarm Intelligence Market - South Africa
      • 9.6.6.1. South Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.6.2. South Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.6.3. South Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.6.4. South Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.7. Swarm Intelligence Market - Israel
      • 9.6.7.1. Israel: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.7.2. Israel: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.7.3. Israel: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.7.4. Israel: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.8. Swarm Intelligence Market - UAE
      • 9.6.8.1. UAE: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.8.2. UAE: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.8.3. UAE: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.8.4. UAE: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.7. Swarm Intelligence Market - Latin America
    • 9.7.1. Latin America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.7.2. Latin America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.7.3. Latin America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.7.4. Latin America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.7.5. Swarm Intelligence Market - Mexico
      • 9.7.5.1. Mexico: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.7.5.2. Mexico: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.7.5.3. Mexico: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.7.5.4. Mexico: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.7.6. Swarm Intelligence Market - Brazil
      • 9.7.6.1. Brazil: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.7.6.2. Brazil: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.7.6.3. Brazil: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.7.6.4. Brazil: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.7.7. Swarm Intelligence Market - Argentina
      • 9.7.7.1. Argentina: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.7.7.2. Argentina: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.7.7.3. Argentina: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.7.7.4. Argentina: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)

10. Competitive Landscape

  • 10.1. Expansion and Acquisition Analysis
    • 10.1.1. Expansion
    • 10.1.2. Acquisitions
  • 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

  • 11.1. Apium Swarm Robotics
    • 11.1.1. Company Overview
    • 11.1.2. Financial Performance
    • 11.1.3. Product Benchmarking
    • 11.1.4. Recent Development
  • 11.2. Axon Enterprise, Inc
    • 11.2.1. Company Overview
    • 11.2.2. Financial Performance
    • 11.2.3. Product Benchmarking
    • 11.2.4. Recent Development
  • 11.3. Continental AG
    • 11.3.1. Company Overview
    • 11.3.2. Financial Performance
    • 11.3.3. Product Benchmarking
    • 11.3.4. Recent Development
  • 11.4. ConvergentAI, Inc
    • 11.4.1. Company Overview
    • 11.4.2. Financial Performance
    • 11.4.3. Product Benchmarking
    • 11.4.4. Recent Development
  • 11.5. DoBots
    • 11.5.1. Company Overview
    • 11.5.2. Financial Performance
    • 11.5.3. Product Benchmarking
    • 11.5.4. Recent Development
  • 11.6. Enswarm
    • 11.6.1. Company Overview
    • 11.6.2. Financial Performance
    • 11.6.3. Product Benchmarking
    • 11.6.4. Recent Development
  • 11.7. Hydromea
    • 11.7.1. Company Overview
    • 11.7.2. Financial Performance
    • 11.7.3. Product Benchmarking
    • 11.7.4. Recent Development
  • 11.8. Kim Technologies
    • 11.8.1. Company Overview
    • 11.8.2. Financial Performance
    • 11.8.3. Product Benchmarking
    • 11.8.4. Recent Development
  • 11.9. Mobileye
    • 11.9.1. Company Overview
    • 11.9.2. Financial Performance
    • 11.9.3. Product Benchmarking
    • 11.9.4. Recent Development
  • 11.10. PowerBlox
    • 11.10.1. Company Overview
    • 11.10.2. Financial Performance
    • 11.10.3. Product Benchmarking
    • 11.10.4. Recent Development
  • 11.11. Robert Bosch GmbH
    • 11.11.1. Company Overview
    • 11.11.2. Financial Performance
    • 11.11.3. Product Benchmarking
    • 11.11.4. Recent Development
  • 11.12. Sentien Robotics
    • 11.12.1. Company Overview
    • 11.12.2. Financial Performance
    • 11.12.3. Product Benchmarking
    • 11.12.4. Recent Development
  • 11.13. SSI Schafer - Fritz Schafer
    • 11.13.1. Company Overview
    • 11.13.2. Financial Performance
    • 11.13.3. Product Benchmarking
    • 11.13.4. Recent Development
  • 11.14. Swarm Technology
    • 11.14.1. Company Overview
    • 11.14.2. Financial Performance
    • 11.14.3. Product Benchmarking
    • 11.14.4. Recent Development
  • 11.15. Valutico
    • 11.15.1. Company Overview
    • 11.15.2. Financial Performance
    • 11.15.3. Product Benchmarking
    • 11.15.4. Recent Development

List of Tables

  • Table 1 Global Swarm Intelligence Market, by Model, by Region, 2019-2032 (USD Million)
  • Table 2 Global Swarm Intelligence Market, by Capability, by Region, 2019-2032 (USD Million)
  • Table 3 Global Swarm Intelligence Market, by Application, by Region, 2019-2032 (USD Million)
  • Table 4 Global Swarm Intelligence Market, by End Use, by Region, 2019-2032 (USD Million)
  • Table 5 Swarm Intelligence Market Assessment, By Geography, 2019-2032 (USD Million)
  • Table 6 North America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 7 North America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 8 North America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 9 North America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 10 U.S.: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 11 U.S.: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 12 U.S.: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 13 U.S.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 14 Canada: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 15 Canada: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 16 Canada: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 17 Canada: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 18 Europe: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 19 Europe: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 20 Europe: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 21 Europe: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 22 Germany: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 23 Germany: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 24 Germany: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 25 Germany: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 26 France: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 27 France: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 28 France: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 29 France: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 30 UK: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 31 UK: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 32 UK: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 33 UK: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 34 Italy: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 35 Italy: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 36 Italy: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 37 Italy: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 38 Netherlands: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 39 Netherlands: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 40 Netherlands: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 41 Netherlands: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 42 Spain: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 43 Spain: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 44 Spain: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 45 Spain: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 46 Russia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 47 Russia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 48 Russia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 49 Russia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 50 Asia Pacific: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 51 Asia Pacific: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 52 Asia Pacific: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 53 Asia Pacific: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 54 China: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 55 China: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 56 China: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 57 China: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 58 Japan: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 59 Japan: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 60 Japan: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 61 Japan: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 62 India: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 63 India: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 64 India: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 65 India: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 66 Indonesia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 67 Indonesia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 68 Indonesia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 69 Indonesia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 70 Malaysia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 71 Malaysia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 72 Malaysia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 73 Malaysia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 74 South Korea: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 75 South Korea: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 76 South Korea: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 77 South Korea: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 78 Latin America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 79 Latin America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 80 Latin America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 81 Latin America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 82 Brazil: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 83 Brazil: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 84 Brazil: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 85 Brazil: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 86 Mexico: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 87 Mexico: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 88 Mexico: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 89 Mexico: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 90 Argentina: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 91 Argentina: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 92 Argentina: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 93 Argentina: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 94 Middle East & Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 95 Middle East & Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 96 Middle East & Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 97 Middle East & Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 98 UAE: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 99 UAE: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 100 UAE: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 101 UAE: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 102 Saudi Arabia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 103 Saudi Arabia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 104 Saudi Arabia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 105 Saudi Arabia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 106 South Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 107 South Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 108 South Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 109 South Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 110 Israel: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 111 Israel: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 112 Israel: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 113 Israel: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)

List of Figures

  • Figure 1. Global Swarm Intelligence Market, 2019-2032 (USD Million)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up End Use
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Model
  • Figure 7. Global Swarm Intelligence Market, by Model, 2021 & 2030 (USD Million)
  • Figure 8. Market by End Use
  • Figure 9. Global Swarm Intelligence Market, by End Use, 2021 & 2030 (USD Million)
  • Figure 10. Market by Capability
  • Figure 11. Global Swarm Intelligence Market, by Capability, 2021 & 2030 (USD Million)
  • Figure 12. Market by Application
  • Figure 13. Global Swarm Intelligence Market, by Application, 2021 & 2030 (USD Million)