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시장보고서
상품코드
1462971
군집지능 시장, 점유율, 시장 규모, 동향 및 산업 분석 보고서 : 모델별, 용량별, 용도별, 최종 용도별, 지역별, 부문별 예측(2024-2032년)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 |
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Polaris Market Research의 최신 조사에 따르면, 세계 군집지능 시장 규모는 2032년까지 8억 672만 달러에 달할 것으로 예상됩니다. 이 조사 보고서는 현재 시장 역학에 대한 자세한 통찰력과 미래 시장 성장에 대한 분석을 제공합니다.
웜 인텔리전스 시장은 산업 전반에 걸쳐 확장성과 적응형 솔루션에 대한 요구로 인해 수요가 증가하고 있습니다. 사회성 곤충의 집단 행동에서 영감을 얻은 군집 지능은 복잡한 문제를 효과적으로 해결할 수 있는 분산형 자기조직화 시스템을 제공합니다. 확장성은 군집지능를 채택하는 중요한 원동력이며, 유연한 솔루션을 위해 수많은 에이전트 간의 조정을 가능하게 합니다. 또한, 군집지능의 적응력은 역동적인 환경에 적합하며, 분산된 의사결정을 통해 상황 변화에 빠르게 대응할 수 있습니다. 물류, 로봇 공학, 금융, 의료, 제조 등의 산업에서 프로세스를 최적화하고 의사결정을 강화할 수 있는 잠재력으로 인해 군집지능를 채택하고 있습니다.
인공지능, 머신러닝, 센서 기술의 발전으로 군집 지능 알고리즘이 크게 개선되었습니다. 산업 전반에 걸쳐 자율 시스템의 채택이 증가하고 있으며, 분산된 의사 결정과 조정을 위해 군집지능에 의존하고 있습니다. 이러한 수요는 대규모 용도를 위한 보다 정교한 알고리즘의 개발을 촉진하고 있습니다. 또한, 엣지 컴퓨팅과 IoT 디바이스는 중앙 집중식 처리 없이도 군집지능가 실시간으로 데이터를 분석할 수 있게 해주며, 5G와 같은 통신 기술의 발전은 군집 에이전트 간의 원활한 협업을 촉진합니다.
헬스케어 분야에서 군집지능는 다양한 데이터 소스를 활용하여 질병 진단, 치료 계획, 병원 운영 개선을 통해 환자 치료를 최적화합니다. 생물 의학에서는 방대한 데이터 세트를 분석하여 약물 후보를 식별하고 생물학적 시스템을 모델링함으로써 신약 개발, 유전체학 및 계산 생물학의 발전을 촉진합니다. 이러한 채택은 의료 데이터의 복잡성, 개인화된 치료에 대한 수요, 의료 서비스 제공의 최적화에 대한 필요성에 의해 촉진되고 있습니다. 이러한 분야에서 군집지능가 채택됨에 따라 시장은 크게 성장하고 있으며, 헬스케어 및 생물의학 분야의 혁신을 촉진할 준비가 되어 있습니다.
또한, 도시가 디지털 변혁을 겪고 있는 가운데, 군집지능는 도시 시스템을 최적화하는 혁신적인 솔루션을 제공합니다. 주요 응용 분야는 도시 이동으로, 알고리즘이 교통 관리와 자율 주행 차량을 최적화하여 교통 체증을 완화하는 것입니다. 또한, 군집지능는 스마트 에너지 시스템을 최적화하고 재생 가능 에너지의 통합을 촉진합니다. 또한 데이터를 분석하여 이상 징후를 감지하고 비상 대응을 조정하여 공공 안전을 강화할 수 있습니다. 스마트 시티에 대한 노력이 진행됨에 따라, 도시 생활에 혁명을 일으킬 수 있는 웜 인텔리전스 기술에 대한 수요가 증가하고 있습니다.
웜 인텔리전스 시장 보고서 하이라이트
2023년 개미 군집 최적화 분야는 광범위한 적용성, 효율적인 최적화 및 입증된 효과로 인해 큰 수익 점유율을 차지했습니다.
2023년 최적화 분야는 효율성 향상, 실시간 의사결정, 확장성으로 인해 큰 수익 점유율을 차지할 것으로 예상됩니다.
2023년 로봇 분야는 자동화 수요 증가, 탐색 및 탐사 강화, 동적 환경에 대한 적응성 강화로 인해 로봇 분야가 큰 수익 점유율을 차지했습니다.
2023년에는 효율적인 경로 계획, 강화된 차량 관리, 라스트 마일 배송 최적화로 인해 운송 및 물류 분야가 큰 수익 점유율을 차지했습니다.
북미는 주요 기업의 존재, 업계 전반의 조기 도입, 탄탄한 인프라로 인해 2023년 큰 시장 점유율을 차지했습니다.
시장에서는 Apium Swarm Robotics, Axon Enterprise, Inc, DoBots, Enswarm, Hydromea, Sentien Robotics, SSI Schafer-Fritz Schafer 등 세계적인 시장 기업의 존재로 인해 경쟁이 치열합니다. 존재로 인해 경쟁이 치열합니다.
목차
제1장 서론
제2장 주요 요약
제3장 조사 방법
제4장 세계 군집지능 시장 인사이트
- 군집지능 업계 현황
- 군집지능 시장 역학
- 성장 촉진요인과 기회
- 성장 억제요인과 과제
- PESTLE 분석
- 군집지능 업계 동향
- 밸류체인 분석
- COVID-19의 영향 분석
제5장 모델별 세계 시장
- 주요 조사 결과
- 서론
- Particle Swarm Optimization
- Ant Colony Optimization
- 기타
제6장 능력별 세계 시장
- 주요 조사 결과
- 서론
- 스케줄
- 최적화
- 클러스터링
- 라우팅
제7장 용도별 세계 시장
- 주요 조사 결과
- 서론
- 드론
- 로봇 공학
- 인간 스워밍
- 기타
제8장 최종 용도별 세계 시장
- 주요 조사 결과
- 서론
- 로봇 공학 및 자동화
- 운송 및 물류
- 헬스케어
- 기타
제9장 지역별 세계 시장
- 주요 조사 결과
- 서론
- 군집지능 시장 평가, 지역별, 2019-2032
- 군집지능 시장 - 북미
- 북미 : 군집지능 시장, 모델별, 2019-2032년
- 북미 : 군집지능 시장, 최종 용도별, 2019년-2032년
- 북미 : 군집지능 시장, 기능별, 2019년-2032년
- 북미 : 군집지능 시장, 용도별, 2019-2032년
- 군집지능 시장 - 미국
- 군집지능 시장 - 캐나다
- 군집지능 시장 - 유럽
- 유럽 : 군집지능 시장, 모델별, 2019-2032년
- 유럽 : 군집지능 시장, 최종 용도별, 2019-2032년
- 유럽 : 군집지능 시장, 기능별, 2019-2032년
- 유럽 : 군집지능 시장, 용도별, 2019-2032년
- 군집지능 시장 - 영국
- 군집지능 시장 - 프랑스
- 군집지능 시장 - 독일
- 군집지능 시장 - 이탈리아
- 군집지능 시장 - 스페인
- 군집지능 시장 - 네덜란드
- 군집지능 시장 - 러시아
- 군집지능 시장 - 아시아태평양
- 아시아태평양 : 군집지능 시장, 모델별, 2019년-2032년
- 아시아태평양 : 군집지능 시장, 최종 용도별, 2019년-2032년
- 아시아태평양 : 군집지능 시장, 기능별, 2019년-2032년
- 아시아태평양 : 군집지능 시장, 용도별, 2019년-2032년
- 군집지능 시장 - 중국
- 군집지능 시장 - 인도
- 군집지능 시장 - 일본
- 군집지능 시장 - 말레이시아
- 군집지능 시장 - 인도네시아
- 군집지능 시장 - 한국
- 군집지능 시장 - 중동 및 아프리카
- 중동 및 아프리카 : 군집지능 시장, 모델별, 2019-2032년
- 중동 및 아프리카 : 군집지능 시장, 최종 용도별, 2019-2032년
- 중동 및 아프리카 : 군집지능 시장, 기능별, 2019-2032년
- 중동 및 아프리카 : 군집지능 시장, 용도별, 2019-2032년
- 군집지능 시장 - 사우디아라비아
- 군집지능 시장 - 남아프리카
- 군집지능 시장 - 이스라엘
- 군집지능 시장 - UAE
- 군집지능 시장 - 라틴아메리카
- 라틴아메리카 : 군집지능 시장, 모델별, 2019-2032년
- 라틴아메리카 : 군집지능 시장, 최종 용도별, 2019년-2032년
- 라틴아메리카 : 군집지능 시장, 기능별, 2019년-2032년
- 라틴아메리카 : 군집지능 시장, 용도별, 2019-2032년
- 군집지능 시장 - 멕시코
- 군집지능 시장 - 브라질
- 군집지능 시장 - 아르헨티나
제10장 경쟁 구도
- 확대와 인수 분석
- 확대
- 인수
- 파트너십/협업/계약/공개
제11장 기업 개요
- 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
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
- 4.2.1. Drivers and Opportunities
- 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
