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市場調查報告書
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1597807

群體智慧市場：按類型、應用程式和最終用戶分類 - 2025-2030 年全球預測

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個工作天內

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※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

2023年群體智慧市場價值為8850萬美元，預計2024年將達到1.111億美元，複合年成長率為26.26%，預計2030年將達到4.5277億美元。

群體智慧是指分散的自組織系統的集體行為，這些系統利用鳥類、魚類和螞蟻等動物中常見的自然行為來解決各個領域的問題。模擬此類機制可以增強運算和最佳化，這對於開發自適應、靈活和擴充性的解決方案至關重要。對群體智慧的需求源自於機器人、IT/通訊、資料探勘和最佳化等領域的應用。例如，提高通訊路由通訊協定的效率和最佳化複雜的物流業務。在自動駕駛車輛中，分散式導航系統受益於動態環境的適應性。該市場受到關鍵成長要素的影響，例如資料集複雜性的增加、人工智慧的進步以及各行業自動化的興起。新的商機在於透過群體智慧增強即時適應性和預測性維護，特別是在物聯網網路中。然而，高計算成本、對先進演算法的需求以及在實際系統中模擬複雜行為的困難等挑戰可能會阻礙成長。此外，可擴展性的限制和在系統中實現真正的自主性也是障礙。然而，隨著運算能力和演算法複雜性的不斷進步，這些挑戰可以逐漸解決。我們可以透過研究將群體原理和機器學習相結合的混合模式，以及透過開發使群體系統更加高效和擴充性的新穎演算法來促進創新。公司可以透過專注於針對特定行業（例如需要持續最佳化的物流）需求量身定做的高度適應性群體智慧解決方案來實現成長。整體而言，如果能夠成功克服挑戰，群體智慧市場廣闊，在各領域的創新和應用潛力巨大。

主要市場統計
基準年[2023] 8850萬美元
預計年份 [2024] 1.111 億美元
預測年份 [2030] 4.5277億美元
複合年成長率（%） 26.26%

市場動態：揭示快速發展的群體智慧市場的關鍵市場洞察

供給和需求的動態交互作用正在改變群體智慧市場。透過了解這些不斷變化的市場動態，公司可以準備好做出明智的投資決策、完善策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助企業了解消費行為及其對製造業的影響。

  • 市場促進因素
    • 自動化和機器人技術的採用增加
    • 跨產業協作解決問題方法的需求
    • 群體智慧在物流與供應鏈最佳化的應用
  • 市場限制因素
    • 設計和管理群體智慧系統的複雜性
  • 市場機會
    • 將先進技術整合到群體智慧系統中
    • 擴大群體智慧在智慧城市和自動駕駛汽車的應用
  • 市場挑戰
    • 對群體智慧系統的網路安全擔憂

波特五力：駕馭群體智慧市場的策略工具

波特的五力架構是了解群體智慧市場競爭格局的關鍵工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解群體智慧市場的外部影響

外部宏觀環境因素在塑造群體智慧市場的績效動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助企業預測法規、消費者偏好和經濟趨勢的變化，並為他們做出積極主動的決策做好準備。

市場佔有率分析 了解群體智慧市場的競爭格局

對群體智慧市場的詳細市場佔有率分析可以對供應商的績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，以應對日益激烈的競爭。

FPNV定位矩陣群群體智慧市場供應商績效評估

FPNV 定位矩陣是評估群體智慧市場供應商的重要工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。這四個象限使您能夠清晰、準確地分類供應商，以確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析和建議描繪了群體智慧市場的成功之路

群體智慧市場的策略分析對於旨在加強其在全球市場的影響力的公司至關重要。透過考慮關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：詳細檢視當前市場環境、主要企業的廣泛資料、評估其在市場中的影響力和整體影響力。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監管核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 更多採用自動化和機器人
      • 跨產業協作解決問題方法的需求
      • 群體智慧在物流與供應鏈最佳化的應用
    • 抑制因素
      • 設計和管理群體智慧系統的複雜性
    • 機會
      • 將先進技術整合到群體智慧系統中
      • 擴大群體智慧在智慧城市和自動駕駛汽車的應用
    • 任務
      • 與群體智慧系統相關的網路安全問題
  • 市場區隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章群體智慧市場：依類型

  • 蟻群最佳化
  • 粒子群最佳化
  • 群體網路

第7章群體智慧市場：依應用分類

  • 無人機
  • 人類人群
  • 機器人技術

第 8 章群體智慧市場：依最終使用者分類

  • 衛生保健
  • 機器人和自動化
  • 運輸/物流

第9章美洲群體智慧市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第10章亞太地區群體智慧市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第11章歐洲、中東和非洲群體智慧市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第12章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
  • 戰略分析和建議

公司名單

  • 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