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Swarm Intelligence Market by Model, Capability (Clustering, Routing, Scheduling, and Optimization), Application (Robotics, Drones, and Human Swarming), and Geography - Global Forecast to 2030

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Date: 20-Nov-2017
No. of pages: 82
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“Swarm intelligence market expected to grow at significant rate between 2020 and 2030”

The swarm intelligence market is expected to be valued at USD 447.2 million by 2030, growing at a CAGR of 40.47% from 2020 to 2030, considering the technology will get commercialized by 2020. The key factors driving the growth of the swarm intelligence market are the increasing usage of swarm intelligence for solving big data problems, the rising adoption of swarm-based drones in the military, and need for swarm intelligence in the transportation business. However, the major factor restraining the growth of this market is the reluctance to accept new technology.

“Robotics expected to account for largest share of swarm intelligence market by 2020”

Swarm robotics is the study of how a large number of relatively simple physically embodied agents can be designed such that a desired collective behavior emerges from the local interactions among agents and between agents and the environment. Robots in a swarm can be used to find the target in such a way that the final distribution is proportional to the target qualities. Some algorithms provide the robot swarm with scalability in terms of the number of robots and the number of targets, and with adaptability to a no uniform distribution of the target qualities. This factor would help in the growth of the swarm intelligence market in the coming years.

“APAC expected to account for largest share of swarm intelligence market by 2020”

APAC is expected to account for a substantial share of the global swarm intelligence market. APAC comprises China, Japan, and South Korea; China is considered one of the major contributors. The swarm intelligence market growth in APAC is attributed to the increased adoption of swarm-based drones in the military. In June 2017, China launched a swarm of 119 fixed-wing UAVs; the Chinese military is also planning to launch “armed drones” as a new battle technique. This would drive the growth of the swarm intelligence market in this region.

The breakup of the profiles of primary participants for the report has been given below:


  • By Company Type: Tier 1 – 20%, Tier 2 –55%, and Tier 3 –25%

  • By Designation: C-Level Executives –50%, Directors–25%, andOthers–25%

  • By Region: North America–40%, Europe–30%, APAC –20%, and RoW- 10%


The key players operating in the swarm intelligence market are DoBots (Netherlands), Hydromea (Switzerland), Sentien Robotics (US), Unanimous A.I. (US), AxonAI (US), Swarm Technology (US), SSI Schäfer - Fritz Schäfer (Germany), Valutico (Austria), Enswarm (UK), and Power-Blox (Switzerland).

Research Coverage:

The research report on the swarm intelligence market covers the market segmented on the basis of the following segments: model, capability, application, and geography. The market has been segmented on the basis of model into Ant Colony Optimization, Particle Swarm Optimization, and others. On the basis of application, the swarm intelligence market has been classified into robotics, drones, and human swarming. The market has been segmented on the basis of capability into clustering, optimization, scheduling, and routing. The report covers the market based on4 major regions—North America, Europe, APAC, and RoW.

Key Benefits of Buying the Report:


  • Illustrative segmentation, analysis, and forecast for the market based on model, capability, application, and geography have been conducted to provide an overall view of the swarm intelligence market.

  • The major drivers, restraints, opportunities, and challenges for the swarm intelligence market have been detailed in this report.

  • A detailed competitive landscape of key players in the swarm intelligence market has been included in the report.

Swarm Intelligence Market by Model, Capability (Clustering, Routing, Scheduling, and Optimization), Application (Robotics, Drones, and Human Swarming), and Geography - Global Forecast to 2030

Table of Contents

1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Markets Covered
1.3.2 Geographic Scope
1.3.3 Years Considered for Study
1.4 Currency
1.5 Market Stakeholders

2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.1.1 Secondary Sources
2.1.2 Primary Data
2.1.2.1 Primary Sources
2.1.2.2 Breakdown of Primaries
2.2 Market Size Estimation
2.2.1 Top-Down Approach
2.3 Market Breakdown and Data Triangulation
2.4 Research Assumptions

3 Executive Summary

4 Premium Insights
4.1 Attractive Opportunities in Overall Swarm Intelligence Market
4.2 Swarm Intelligence Market for Robotics, By Model
4.3 Swarm Intelligence Market, By Application and Region
4.4 Region-Wise Analysis of Swarm Intelligence Market
4.5 Swarm Intelligence Market, By Application

5 Market Overview
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Increase in Usage of Swarm Intelligence for Solving Big Data Problems
5.2.1.2 Rising Adoption of Swarm-Based Drones (UAVS) in Military
5.2.1.3 Need for Swarm Intelligence in Transportation Business
5.2.2 Restraints
5.2.2.1 Reluctance to Accept New Technology By Key Industries
5.2.3 Opportunities
5.2.3.1 Integration of Swarm Intelligence Technology With Connected Cars
5.2.3.2 Use of Swarm Robotics in Warehouses
5.2.3.3 Implementation of Swarm Intelligence in Telecommunications Industry
5.2.4 Challenges
5.2.4.1 Lack of Skilled Workforce
5.2.4.2 Low Awareness About Swarm Intelligence
5.2.4.3 Funding Limitations
5.3 Value Chain

6 Swarm Intelligence Market, By Model
6.1 Introduction
6.2 Ant Colony Optimization (ACO)
6.3 Particle Swarm Optimization (PSO)
6.4 Others

7 Swarm Intelligence Market, By Capability
7.1 Introduction
7.2 Optimization
7.3 Routing
7.4 Scheduling
7.5 Clustering

8 Swarm Intelligence Market, By Application
8.1 Introduction
8.2 Robotics
8.3 Drones
8.4 Human Swarming

9 Geographic Analysis
9.1 Introduction
9.2 North America
9.3 Europe
9.4 Asia Pacific
9.5 RoW

10 Company Profiles
10.1 Overview
10.2 Competitive Benchmarking Analysis
(Business Overview, Products Offered, Business Strategy, Case Study)*
10.3 Key Players
10.3.1 Dobots
10.3.2 Hydromea SA
10.3.3 Sentien Robotics
10.3.4 Unanimous A.I.
10.3.5 Axonai
10.3.6 Swarm Technology
10.3.7 SSI Schäfer-Fritz Schäfer
10.3.8 Valutico
10.3.9 Enswarm
10.3.10 Power-Blox
10.4 Key Innovators
10.4.1 Redtree Robotics
10.4.2 Grey Orange
10.4.3 Evana
10.4.4 KIM Technologies
10.4.5 Lexalytics
10.5 Other Important Players
10.5.1 Brainalyzed
10.5.2 Queen B Robotics
10.5.3 Resson Aerospace
10.5.4 Netbeez
10.5.5 Swarm Systems
10.5.6 Mobileye (Intel Company)
10.5.7 Continental
10.5.8 Nvidia
10.5.9 Bosch Group
10.5.10 Apium Swarm Robotics

*Details on Business Overview, Products Offered, Business Strategy, Case Study Might Not Be Captured in Case of Unlisted Companies.

11 Appendix
11.1 Insights of Industry Experts
11.2 Discussion Guide
11.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
11.4 Introducing RT: Real-Time Market Intelligence
11.5 Available Customizations
11.6 Related Reports
11.7 Author Details

List of Tables

Table 1 Swarm Intelligence Market, By Model, 2020–2030 (USD Million)
Table 2 Swarm Intelligence Market for Ant Colony Optimization, By Capability, 2020–2030 (USD Million)
Table 3 Swarm Intelligence Market for Ant Colony Optimization, By Application, 2020–2030 (USD Million)
Table 4 Swarm Intelligence Market for Particle Swarm Optimization, By Capability, 2020–2030 (USD Million)
Table 5 Swarm Intelligence Market for Particle Swarm Optimization, By Application, 2020–2030 (USD Million)
Table 6 Swarm Intelligence Market for Others, By Capability, 2020–2030 (USD Million)
Table 7 Swarm Intelligence Market for Others, By Application, 2020–2030 (USD Million)
Table 8 Swarm Intelligence Market, By Capability, 2020–2030 (USD Million)
Table 9 Swarm Intelligence Market for Optimization, By Model, 2020–2030 (USD Million)
Table 10 Swarm Intelligence Market for Optimization, By Application, 2020–2030 (USD Million)
Table 11 Swarm Intelligence Market for Routing, By Model, 2020–2030 (USD Million)
Table 12 Swarm Intelligence Market for Routing, By Application, 2020–2030 (USD Million)
Table 13 Swarm Intelligence Market for Scheduling, By Model, 2020–2030 (USD Million)
Table 14 Swarm Intelligence Market for Scheduling, By Application, 2020–2030 (USD Million)
Table 15 Swarm Intelligence Market for Clustering, By Model, 2020–2030 (USD Million)
Table 16 Swarm Intelligence Market for Clustering, By Application, 2020–2030 (USD Million)
Table 17 Swarm Intelligence Market, By Application, 2020–2030 (USD Million)
Table 18 Swarm Intelligence Market for Robotics, By Model, 2020–2030 (USD Million)
Table 19 Swarm Intelligence Market for Robotics, By Capability, 2020–2030 (USD Million)
Table 20 Swarm Intelligence Market for Robotics, By Region, 2020–2030 (USD Million)
Table 21 Swarm Intelligence Market for Drones, By Model, 2020–2030 (USD Million)
Table 22 Swarm Intelligence Market for Drones, By Capability, 2020–2030 (USD Million)
Table 23 Swarm Intelligence Market for Drones, By Region, 2020–2030 (USD Million)
Table 24 Swarm Intelligence Market for Human Swarming, By Model, 2020–2030 (USD Million)
Table 25 Swarm Intelligence Market for Human Swarming, By Capability, 2020–2030 (USD Million)
Table 26 Swarm Intelligence Market for Human Swarming, By Region, 2020–2030 (USD Million)
Table 27 Swarm Intelligence Market, By Region, 2020–2030 (USD Million)
Table 28 Swarm Intelligence Market in North America, By Application, 2020–2030 (USD Million)
Table 29 Swarm Intelligence Market in Europe, By Application, 2020–2030 (USD Million)
Table 30 Swarm Intelligence Market in APAC, By Application, 2020–2030 (USD Million)
Table 31 Swarm Intelligence Market in RoW, By Application, 2020–2030 (USD Million)
Table 32 Dobots: Company Snapshot
Table 33 Hydromea SA: Company Snapshot
Table 34 Sentien Robotics: Company Snapshot
Table 35 Unanimous A.I.: Company Snapshot
Table 36 Axonai: Company Snapshot
Table 37 Swarm Technology: Company Snapshot
Table 38 SSI Schäfer - Fritz Schäfer: Company Snapshot
Table 39 Valutico: Company Snapshot
Table 40 Enswarm: Company Snapshot
Table 41 Power-Blox: Company Snapshot

List of Figures

Figure 1 Swarm Intelligence Market Segmentation
Figure 2 Research Design
Figure 3 Process Flow
Figure 4 Market Size Estimation Methodology: Top-Down Approach
Figure 5 Data Triangulation
Figure 6 Assumptions for Research Study
Figure 7 Optimization to Hold Largest Share of Swarm Intelligence Market for Capabilities During Forecast Period
Figure 8 Ant Colony Optimization to Hold Largest Size of Swarm Intelligence Market By 2030
Figure 9 Swarm Intelligence Market for Drones to Grow at Highest CAGR During Forecast Period
Figure 10 Swarm Intelligence Market in RoW to Grow at Highest CAGR During Forecast Period
Figure 11 Human Swarming and Robotics Applications Would Increase Demand for Swarm Intelligence During Forecast Period
Figure 12 Ant Colony Optimization Expected to Lead Swarm Intelligence Market for Robotics During Forecast Period
Figure 13 Robotics Application and APAC Region Expected to Hold Largest Share of Swarm Intelligence Market By 2020
Figure 14 Swarm Intelligence Market in RoW Expected to Grow at Highest CAGR Between 2020 and 2030
Figure 15 Swarm Intelligence Market for Drones to Grow at Highest CAGR Between 2020 and 2030
Figure 16 Rising Adoption of Swarm Based Drones in Military Expected to Spur Growth of Swarm Intelligence Market
Figure 17 Swarm Intelligence Market: Geographic Snapshot
Figure 18 Competitive Benchmarking

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