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市场调查报告书
商品编码
1597807

群体智慧市场：按类型、应用程式和最终用户划分 - 2025-2030 年全球预测

Swarm Intelligence Market by Type (Ant Colony Optimization, Particle Swarm Optimization, Swarm- Network), Application (Drones, Human Swarming, Robotics), End-user - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 192 Pages | 商品交期: 最快1-2个工作天内

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2023年群体智慧市场价值为8850万美元，预计2024年将达到1.111亿美元，复合年增长率为26.26%，预计2030年将达到4.5277亿美元。

群体智慧是指分散的自组织系统的集体行为，这些系统利用鸟类、鱼类和蚂蚁等动物中常见的自然行为来解决各个领域的问题。模拟此类机制可以增强运算和最佳化，这对于开发自适应、灵活和扩充性的解决方案至关重要。对群体智慧的需求源自于机器人、IT/通讯、资料探勘和最佳化等领域的应用。例如，提高通讯路由通讯协定的效率和最佳化复杂的物流业务。在自动驾驶车辆中，分散式导航系统受益于动态环境的适应性。该市场受到关键成长要素的影响，例如资料集复杂性的增加、人工智慧的进步以及各行业自动化的兴起。新的商机在于透过群体智慧增强即时适应性和预测性维护，特别是在物联网网路中。然而，高计算成本、对先进演算法的需求以及在实际系统中模拟复杂行为的困难等挑战可能会阻碍成长。此外，可扩展性的限制和在系统中实现真正的自主性也是障碍。然而，随着运算能力和演算法复杂性的不断进步，这些挑战可以逐渐解决。我们可以透过研究将群体原理和机器学习相结合的混合模式，以及透过开发使群体系统更加高效和扩充性的新颖演算法来促进创新。公司可以透过专注于针对特定行业（例如需要持续优化的物流）需求量身定制的高度适应性群体智慧解决方案来实现成长。整体而言，如果能够成功克服挑战，群体智慧市场广阔，在各领域的创新和应用潜力巨大。

主要市场统计
基准年[2023] 8850万美元
预计年份 [2024] 1.111 亿美元
预测年份 [2030] 4.5277亿美元
复合年增长率（%） 26.26%

市场动态：揭示快速发展的群体智慧市场的关键市场洞察

供给和需求的动态交互作用正在改变群体智慧市场。透过了解这些不断变化的市场动态，公司可以准备好做出明智的投资决策、完善策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时也能帮助企业了解消费行为及其对製造业的影响。

  • 市场驱动因素
    • 自动化和机器人技术的采用增加
    • 跨产业协作解决问题方法的需求
    • 群体智慧在物流与供应链优化的应用
  • 市场限制因素
    • 设计和管理群体智慧系统的复杂性
  • 市场机会
    • 将先进技术整合到群体智慧系统中
    • 扩大群体智慧在智慧城市和自动驾驶汽车的应用
  • 市场挑战
    • 对群体智慧系统的网路安全担忧

波特五力：驾驭群体智慧市场的策略工具

波特的五力架构是了解群体智慧市场竞争格局的关键工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解群体智慧市场的外部影响

外部宏观环境因素在塑造群体智慧市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助企业预测法规、消费者偏好和经济趋势的变化，并为他们做出积极主动的决策做好准备。

市场占有率分析 了解群体智慧市场的竞争格局

对群体智慧市场的详细市场占有率分析可以对供应商的绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，以应对日益激烈的竞争。

FPNV定位矩阵群群体智慧市场供应商绩效评估

FPNV 定位矩阵是评估群体智慧市场供应商的重要工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，以确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议描绘了群体智慧市场的成功之路

群体智慧市场的策略分析对于旨在加强其在全球市场的影响力的公司至关重要。透过考虑关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：详细检视当前市场环境、主要企业的广泛资料、评估其在市场中的影响力和整体影响力。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监管核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 更多采用自动化和机器人
      • 跨产业协作解决问题方法的需求
      • 群体智慧在物流与供应链优化的应用
    • 抑制因素
      • 设计和管理群体智慧系统的复杂性
    • 机会
      • 将先进技术整合到群体智慧系统中
      • 扩大群体智慧在智慧城市和自动驾驶汽车的应用
    • 任务
      • 与群体智慧系统相关的网路安全问题
  • 市场区隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章群体智慧市场：依类型

  • 蚁群优化
  • 粒子群最佳化
  • 群体网络

第七章群体智慧市场：依应用分类

  • 无人机
  • 人类人群
  • 机器人技术

第 8 章群体智慧市场：依最终使用者划分

  • 卫生保健
  • 机器人和自动化
  • 运输/物流

第9章美洲群体智慧市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十章亚太地区群体智慧市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十一章欧洲、中东和非洲群体智慧市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
  • 战略分析和建议

公司名单

  • AGILOX Services GmbH
  • Apium Swarm Robotics
  • ConvergentAI Inc.
  • Cubbit Srl.
  • Kim Technologies
  • Mobileye
  • Power-Blox AG
  • Reach Power Inc.
  • Sentient Robotics, Inc.
  • SWARM Engineering, Inc
  • Swarm Technology
  • SWARM-SYSTEMS
  • Unanimous AI
  • Valutico, Inc.
Product Code: MRR-69324464D1BA

The Swarm Intelligence Market was valued at USD 88.50 million in 2023, expected to reach USD 111.10 million in 2024, and is projected to grow at a CAGR of 26.26%, to USD 452.77 million by 2030.

Swarm Intelligence refers to the collective behavior of decentralized, self-organized systems, typically utilizing natural behaviors observed in animals like birds, fish, or ants to solve problems in various domains. It simulates these mechanisms to enhance computation and optimization, making it critical for developing adaptive, flexible, and scalable solutions. The necessity for swarm intelligence arises from its applications in sectors such as robotics, telecommunications, data mining, and optimization. For instance, it improves the efficiency of routing protocols in telecommunications and optimizes complex logistical operations. It finds end-use in autonomous vehicles, where decentralized navigation systems benefit from adaptable responses to dynamic environments. The market is influenced by key growth factors like the increasing complexity of data sets, advancements in artificial intelligence, and the rise of automation across industries. Emerging opportunities lie in enhancing real-time adaptability and predictive maintenance through swarm intelligence, particularly in IoT networks, where its integration can significantly reduce downtime and improve efficiency. Nevertheless, challenges such as high computational costs, the need for sophisticated algorithms, and the difficulty of simulating intricate behaviors in practical systems may impede growth. Limitations in scalability and achieving true autonomy in systems also present hurdles. However, with continual advancements in computational power and algorithmic sophistication, these challenges can be addressed progressively. Innovation can be fostered through research into hybrid models that combine swarm principles with machine learning or developing novel algorithms that enhance the efficiency and scalability of swarm systems. Businesses can achieve growth by focusing on adaptive swarm intelligence solutions tailored for specific industry needs such as logistics, where there is a continuous need for optimization. Overall, the market for swarm intelligence is expansive, with strong potential for innovation and application across diverse sectors, provided that challenges are expertly navigated.

KEY MARKET STATISTICS
Base Year [2023] USD 88.50 million
Estimated Year [2024] USD 111.10 million
Forecast Year [2030] USD 452.77 million
CAGR (%) 26.26%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Swarm Intelligence Market

The Swarm Intelligence Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Increasing adoption of automation and robotics
    • Demand for collaborative problem-solving approach across industries
    • Applications of swarm intelligence in logistics and supply chain optimization
  • Market Restraints
    • Complexity in designing and managing swarm intelligence systems
  • Market Opportunities
    • Integration of advanced technologies in swarm intelligence systems
    • Expansion of swarm intelligence applications in smart cities and autonomous vehicles
  • Market Challenges
    • Cybersecurity concerns associated with swarm intelligence systems

Porter's Five Forces: A Strategic Tool for Navigating the Swarm Intelligence Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Swarm Intelligence Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Swarm Intelligence Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Swarm Intelligence Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Swarm Intelligence Market

A detailed market share analysis in the Swarm Intelligence Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Swarm Intelligence Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Swarm Intelligence Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Swarm Intelligence Market

A strategic analysis of the Swarm Intelligence Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Swarm Intelligence Market, highlighting leading vendors and their innovative profiles. These include AGILOX Services GmbH, Apium Swarm Robotics, ConvergentAI Inc., Cubbit Srl., Kim Technologies, Mobileye, Power-Blox AG, Reach Power Inc., Sentient Robotics, Inc., SWARM Engineering, Inc, Swarm Technology, SWARM-SYSTEMS, Unanimous A.I., and Valutico, Inc..

Market Segmentation & Coverage

This research report categorizes the Swarm Intelligence Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Type, market is studied across Ant Colony Optimization, Particle Swarm Optimization, and Swarm- Network.
  • Based on Application, market is studied across Drones, Human Swarming, and Robotics.
  • Based on End-user, market is studied across Healthcare, Robotics & Automation, and Transportation & Logistics.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing adoption of automation and robotics
      • 5.1.1.2. Demand for collaborative problem-solving approach across industries
      • 5.1.1.3. Applications of swarm intelligence in logistics and supply chain optimization
    • 5.1.2. Restraints
      • 5.1.2.1. Complexity in designing and managing swarm intelligence systems
    • 5.1.3. Opportunities
      • 5.1.3.1. Integration of advanced technologies in swarm intelligence systems
      • 5.1.3.2. Expansion of swarm intelligence applications in smart cities and autonomous vehicles
    • 5.1.4. Challenges
      • 5.1.4.1. Cybersecurity concerns associated with swarm intelligence systems
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Swarm Intelligence Market, by Type

  • 6.1. Introduction
  • 6.2. Ant Colony Optimization
  • 6.3. Particle Swarm Optimization
  • 6.4. Swarm- Network

7. Swarm Intelligence Market, by Application

  • 7.1. Introduction
  • 7.2. Drones
  • 7.3. Human Swarming
  • 7.4. Robotics

8. Swarm Intelligence Market, by End-user

  • 8.1. Introduction
  • 8.2. Healthcare
  • 8.3. Robotics & Automation
  • 8.4. Transportation & Logistics

9. Americas Swarm Intelligence Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Swarm Intelligence Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Swarm Intelligence Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
  • 12.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. AGILOX Services GmbH
  • 2. Apium Swarm Robotics
  • 3. ConvergentAI Inc.
  • 4. Cubbit Srl.
  • 5. Kim Technologies
  • 6. Mobileye
  • 7. Power-Blox AG
  • 8. Reach Power Inc.
  • 9. Sentient Robotics, Inc.
  • 10. SWARM Engineering, Inc
  • 11. Swarm Technology
  • 12. SWARM-SYSTEMS
  • 13. Unanimous A.I.
  • 14. Valutico, Inc.

LIST OF FIGURES

  • FIGURE 1. SWARM INTELLIGENCE MARKET RESEARCH PROCESS
  • FIGURE 2. SWARM INTELLIGENCE MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL SWARM INTELLIGENCE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES SWARM INTELLIGENCE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES SWARM INTELLIGENCE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. SWARM INTELLIGENCE MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. SWARM INTELLIGENCE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. SWARM INTELLIGENCE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL SWARM INTELLIGENCE MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. SWARM INTELLIGENCE MARKET DYNAMICS
  • TABLE 7. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY ANT COLONY OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY PARTICLE SWARM OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY SWARM- NETWORK, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY DRONES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY HUMAN SWARMING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY ROBOTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY ROBOTICS & AUTOMATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL SWARM INTELLIGENCE MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. AMERICAS SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 20. AMERICAS SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 21. AMERICAS SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 22. AMERICAS SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 23. ARGENTINA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 24. ARGENTINA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 25. ARGENTINA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 26. BRAZIL SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 27. BRAZIL SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 28. BRAZIL SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 29. CANADA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 30. CANADA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 31. CANADA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 32. MEXICO SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 33. MEXICO SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 34. MEXICO SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 35. UNITED STATES SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 36. UNITED STATES SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 37. UNITED STATES SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 38. UNITED STATES SWARM INTELLIGENCE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 39. ASIA-PACIFIC SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 40. ASIA-PACIFIC SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 41. ASIA-PACIFIC SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 42. ASIA-PACIFIC SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 43. AUSTRALIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 44. AUSTRALIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 45. AUSTRALIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 46. CHINA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 47. CHINA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 48. CHINA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 49. INDIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 50. INDIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 51. INDIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 52. INDONESIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 53. INDONESIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 54. INDONESIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 55. JAPAN SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 56. JAPAN SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 57. JAPAN SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 58. MALAYSIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 59. MALAYSIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 60. MALAYSIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 61. PHILIPPINES SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 62. PHILIPPINES SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 63. PHILIPPINES SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 64. SINGAPORE SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 65. SINGAPORE SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 66. SINGAPORE SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 67. SOUTH KOREA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 68. SOUTH KOREA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 69. SOUTH KOREA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 70. TAIWAN SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 71. TAIWAN SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 72. TAIWAN SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 73. THAILAND SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 74. THAILAND SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 75. THAILAND SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 76. VIETNAM SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 77. VIETNAM SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 78. VIETNAM SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 79. EUROPE, MIDDLE EAST & AFRICA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 80. EUROPE, MIDDLE EAST & AFRICA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 81. EUROPE, MIDDLE EAST & AFRICA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 82. EUROPE, MIDDLE EAST & AFRICA SWARM INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 83. DENMARK SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 84. DENMARK SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 85. DENMARK SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 86. EGYPT SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 87. EGYPT SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 88. EGYPT SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 89. FINLAND SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 90. FINLAND SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 91. FINLAND SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 92. FRANCE SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 93. FRANCE SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 94. FRANCE SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 95. GERMANY SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 96. GERMANY SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 97. GERMANY SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 98. ISRAEL SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 99. ISRAEL SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 100. ISRAEL SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 101. ITALY SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 102. ITALY SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 103. ITALY SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 104. NETHERLANDS SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 105. NETHERLANDS SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 106. NETHERLANDS SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 107. NIGERIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 108. NIGERIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 109. NIGERIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 110. NORWAY SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 111. NORWAY SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 112. NORWAY SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 113. POLAND SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 114. POLAND SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. POLAND SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 116. QATAR SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 117. QATAR SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 118. QATAR SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 119. RUSSIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 120. RUSSIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 121. RUSSIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 122. SAUDI ARABIA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 123. SAUDI ARABIA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 124. SAUDI ARABIA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 125. SOUTH AFRICA SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 126. SOUTH AFRICA SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 127. SOUTH AFRICA SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 128. SPAIN SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 129. SPAIN SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 130. SPAIN SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 131. SWEDEN SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 132. SWEDEN SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 133. SWEDEN SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 134. SWITZERLAND SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 135. SWITZERLAND SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 136. SWITZERLAND SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 137. TURKEY SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 138. TURKEY SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 139. TURKEY SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 140. UNITED ARAB EMIRATES SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 141. UNITED ARAB EMIRATES SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 142. UNITED ARAB EMIRATES SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 143. UNITED KINGDOM SWARM INTELLIGENCE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 144. UNITED KINGDOM SWARM INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 145. UNITED KINGDOM SWARM INTELLIGENCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 146. SWARM INTELLIGENCE MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 147. SWARM INTELLIGENCE MARKET, FPNV POSITIONING MATRIX, 2023