Swarm Intelligence Market by Model, Capability (Clustering, Routing, Scheduling, and Optimization), Application (Robotics, Drones, and Human Swarming), and Geography - Global Forecast to 2030
[82 Pages Report] 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 estimated year considered for the study is 2020, and the forecast period is between 2020 and 2023. Driven by 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, the market is likely to witness high growth in the coming years. The objective of the report is to provide a detailed analysis of the market based on model, capability, application, and region. The report provides detailed information regarding the major factors influencing the growth of the market.
The research methodology used to estimate and forecast the market begins with obtaining data through secondary research, such as the Journal of Swarm Intelligence and Evolutionary Computation, newsletters, and white papers of leading players in this market. The top-down approach has been used to estimate the overall size of the swarm intelligence market. In the top-down approach, the overall market size has been used to estimate the size of the individual markets (mentioned in the market segmentation) through percentage splits from secondary and primary research. For the calculation of specific market segments, the most appropriate parent market size has been used to implement the top-down approach.
The data has been verified through primary research by conducting extensive interviews with key experts such as CEOs, VPs, directors, and executives. The market breakdown and data triangulation procedures have been employed to complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments. The breakdown of the profiles of primaries has been depicted in the following figure:
To know about the assumptions considered for the study, download the pdf brochure
Players involved 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).
Target Audience
- Swarm intelligence component manufacturers
- Original equipment manufacturers (OEMs) of swarm intelligence
- Research organizations
- Algorithm providers
- Drone manufacturers
- Robot manufacturers
- Technology providers
- Automotive companies
- Organizations, forums, alliances, and associations related to swarm intelligence
This study answers several questions for the stakeholders, primarily which market segments to focus on in the next 2–5 years for prioritizing efforts and investments.
Scope of the Report:
This research report categorizes the overall swarm intelligence market based on model, capability, application, and geography.
Swarm Intelligence Market, by Model
- Ant Colony Optimization
- Particle Swarm Optimization
- Others
Market, by Capability
- Optimization
- Clustering
- Scheduling
- Routing
Swarm Intelligence Market, by Application
- Robotics
- Drones
- Human Swarming
Market, by Geography
- North America
- Europe
- APAC
- RoW
Available Customizations
With the given market data, MarketsandMarkets offers customizations according to the company’s specific needs. The following customization options are available for the report:
Company Information
- Detailed analysis and profiling of additional market players on the basis of various blocks of the value chain
Geographic Analysis
- Further breakdown of different regions under geography on the basis of applications.
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 major factors driving the growth of this market include the increasing usage of swarm intelligence for solving big data problems and the rising adoption of swarm-based drones in the military. In transportation, the movement of goods along different routes increases operational costs for business, as well as lengthens the travel time. This generates the need for analytical models that can solve such problems. Ant Colony Optimization (ACO), a swarm intelligence-based algorithm, is used to solve optimization problems. This factor would further propel the growth of the market in the transportation business during the forecast period.
This report segments the market on the basis of model, capability, application, and geography. The robotics application of swarm intelligence is expected to account for the largest market share by 2020. This is attributed to the increasing use of swarm robots in industries such as agriculture and automotive. This would drive the growth of the swarm intelligence market for robotics application in the coming years.
Ant Colony Optimization is expected to account for the largest share of the market by 2020. This can be attributed to the increasing adoption of this algorithm in real-time applications to provide optimal solutions. The market for Particle Swarm Optimization is expected to grow at the highest CAGR between 2020 and 2030.
Optimization is expected to account for the largest share of the market by 2020. Optimization is a way to solve the problem with the best combination of solutions under given constraints. These types of problems are hard to solve because of the availability of a large number of possible solutions. Swarm intelligence algorithms such as Particle Swarm Optimization and Ant Colony Optimization, and proprietary algorithms are used to find the best optimal solution among different solutions.
On the basis of geography, the swarm intelligence market has been segmented into North America, Europe, APAC, and RoW. APAC is expected to account for the largest share of the overall market by 2020. On the other hand, the market in RoW is expected to grow at the highest CAGR during the forecast period. The growth of the market in this region is mainly attributed to increasing investments in the field of UAVs and the growing procurement of UAVs by the defense sector in Latin America.
Swarm intelligence is a technology that deals with natural and artificial systems composed of many individuals that coordinate using decentralized control and self-organization. It is based on the behavioral models of social insects such as ants, bees, wasps, and termites. The technology is still in the nascent stage; as a result, there is low awareness about this technology across the globe. Moreover, players from industries such as energy and power, retail, and IT and Telecom are reluctant to accept this technology as it is unproven.
The key players in this 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).
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Table of Contents
1 Introduction (Page No. - 10)
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 (Page No. - 13)
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 (Page No. - 20)
4 Premium Insights (Page No. - 24)
4.1 Attractive Opportunities in Overall Swarm Intelligence Market
4.2 Swarm Intelligence Market for Robotics, By Model
4.3 Market, By Application and Region
4.4 Region-Wise Analysis of Market
4.5 Swarm Intelligence Market, By Application
5 Market Overview (Page No. - 27)
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 (Page No. - 32)
6.1 Introduction
6.2 Ant Colony Optimization (ACO)
6.3 Particle Swarm Optimization (PSO)
6.4 Others
7 Market, By Capability (Page No. - 37)
7.1 Introduction
7.2 Optimization
7.3 Routing
7.4 Scheduling
7.5 Clustering
8 Swarm Intelligence Market, By Application (Page No. - 43)
8.1 Introduction
8.2 Robotics
8.3 Drones
8.4 Human Swarming
9 Geographic Analysis (Page No. - 50)
9.1 Introduction
9.2 North America
9.3 Europe
9.4 Asia Pacific
9.5 RoW
10 Company Profiles (Page No. - 56)
10.1 Overview
10.2 Competitive Benchmarking Analysis
(Business Overview, Products Offered, Product Offering, Business Strategy, and 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, Product Offering, Business Strategy, and Case study might not be captured in case of unlisted companies.
11 Appendix (Page No. - 75)
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 (41 Tables)
Table 1 Swarm Intelligence Market, By Model, 2020–2030 (USD Million)
Table 2 Market for Ant Colony Optimization, By Capability, 2020–2030 (USD Million)
Table 3 Market for Ant Colony Optimization, By Application, 2020–2030 (USD Million)
Table 4 Market for Particle Swarm Optimization, By Capability, 2020–2030 (USD Million)
Table 5 Market for Particle Swarm Optimization, By Application, 2020–2030 (USD Million)
Table 6 Market for Others, By Capability, 2020–2030 (USD Million)
Table 7 Market for Others, By Application, 2020–2030 (USD Million)
Table 8 Market, By Capability, 2020–2030 (USD Million)
Table 9 Market for Optimization, By Model, 2020–2030 (USD Million)
Table 10 Swarm Intelligence Market for Optimization, By Application, 2020–2030 (USD Million)
Table 11 Market for Routing, By Model, 2020–2030 (USD Million)
Table 12 Market for Routing, By Application, 2020–2030 (USD Million)
Table 13 Market for Scheduling, By Model, 2020–2030 (USD Million)
Table 14 Market for Scheduling, By Application, 2020–2030 (USD Million)
Table 15 Market for Clustering, By Model, 2020–2030 (USD Million)
Table 16 Market for Clustering, By Application, 2020–2030 (USD Million)
Table 17 Market, By Application, 2020–2030 (USD Million)
Table 18 Market for Robotics, By Model, 2020–2030 (USD Million)
Table 19 Market for Robotics, By Capability, 2020–2030 (USD Million)
Table 20 Swarm Intelligence Market for Robotics, By Region, 2020–2030 (USD Million)
Table 21 Market for Drones, By Model, 2020–2030 (USD Million)
Table 22 Market for Drones, By Capability, 2020–2030 (USD Million)
Table 23 Market for Drones, By Region, 2020–2030 (USD Million)
Table 24 Market for Human Swarming, By Model, 2020–2030 (USD Million)
Table 25 Market for Human Swarming, By Capability, 2020–2030 (USD Million)
Table 26 Market for Human Swarming, By Region, 2020–2030 (USD Million)
Table 27 Market, By Region, 2020–2030 (USD Million)
Table 28 Market in North America, By Application, 2020–2030 (USD Million)
Table 29 Market in Europe, By Application, 2020–2030 (USD Million)
Table 30 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 (18 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 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 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 Market
Figure 17 Swarm Intelligence Market: Geographic Snapshot
Figure 18 Competitive Benchmarking
Growth opportunities and latent adjacency in Swarm Intelligence Market
I am intreseted in application of swarm intelligence. Does your report describe the major application area of swarm intelligence?