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スウォームインテリジェンス市場：技術タイプ別、能力別、用途別、エンドユーザー別、国別、地域別- 産業分析、市場規模、市場シェア、2024年～2032年の予測

Swarm Intelligence Market, By Technology Type, By Capability, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

出版日
ページ情報
英文 260 Pages
納期
2～3営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
スウォームインテリジェンス市場：技術タイプ別、能力別、用途別、エンドユーザー別、国別、地域別- 産業分析、市場規模、市場シェア、2024年～2032年の予測
出版日: 2024年03月04日
発行: AnalystView Market Insights
ページ情報: 英文 260 Pages
納期: 2～3営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

レポートハイライト

スウォームインテリジェンス市場規模は2023年に301億9,843万米ドルとなり、2024年から2032年にかけてCAGR 38.72％で拡大

スウォームインテリジェンス市場-市場力学

AIと機械学習の進歩

AIと機械学習の進歩は、スウォームインテリジェンス市場の成長促進要因です。これらの技術は、複雑な問題を効率的に解決できる洗練された群アルゴリズムの開発に力を与えます。いくつかの政府は、AIと機械学習の研究と採用を促進するイニシアティブを打ち出しています。欧州委員会のAI・データ戦略は、AIにおける欧州の競争力を高め、デジタルトランスフォーメーションを加速させることを目的としています。AIを活用したスウォームインテリジェンスソリューションの採用は、物流、ロボット工学、ヘルスケア、金融など多様な業界で拡大しており、業務効率や意思決定プロセスを強化しています。AIと機械学習機能をスウォームインテリジェンスのアルゴリズムに統合することで、より自律的かつ適応的な行動が可能になり、さまざまな分野で分散型の問題解決アプローチのイノベーションが促進されます。

スウォームインテリジェンス市場-主要な洞察

当社のリサーチアナリストが共有した分析によると、世界市場は予測期間（2024-2032年）に約38.72%のCAGRで毎年成長すると予測されています。

技術タイプセグメンテーションに基づくと、粒子群最適化（PSO）が2023年に最大市場シェアを示すと予測されました。

能力のセグメンテーションに基づくと、2023年には最適化が主要タイプでした。

用途別では、ロボティクスが2023年の主要タイプでした。

地域別では、北米が2023年に収益でリードしました。

スウォームインテリジェンス市場-セグメンテーション分析：

世界のスウォームインテリジェンス市場は、技術タイプ、能力、用途、エンドユーザー、地域に基づいてセグメント化されます。

市場は技術タイプに基づいて3つのカテゴリーに分けられる：Particle Swarm Optimization（PSO）、Antolony Optimization（ACO）、Artificial Bee Colony（ABC）、その他のスウォームインテリジェンスアルゴリズム。これらの技術はそれぞれ、最適化問題を効率的に解決するために、生物学的な群れから着想を得た独自の原理を活用しています。

市場は、クラスタリング、スケジューリング、ルーティング・アプリケーションの4つのカテゴリーに分類されます。スウォームインテリジェンス・アルゴリズムは、分散型の意思決定と適応行動を可能にすることで、これらの能力に優れており、物流、製造、通信など幅広い産業に適しています。

スウォームインテリジェンス市場-地理的洞察

地域的には、この市場は北米、ラテンアメリカ、欧州、アジア太平洋、中東・アフリカの各地域に区分されます。これらの地域は、ビジネスをもたらす国によってさらに分けられます。

北米は、AIと機械学習研究への旺盛な投資により、大きなシェアを占めています。欧州は、ヘルスケアやロジスティクスなどの産業にAIを統合する取り組みが牽引し、僅差で続いています。アジア太平洋では、急速なデジタル化と技術の進歩が市場の成長を促進しています。ラテンアメリカや中東・アフリカの新興国市場も、スマートシティ開発や産業オートメーションにスウォームインテリジェンスを導入しており、世界市場の拡大に貢献しています。

スウォームインテリジェンス市場-競合情勢：

Swarm Technology社、Sentient Technologies社、Unanimous AI社、Synense社などの企業が、さまざまな産業向けに革新的なスウォームインテリジェンスソリューションを提供し、市場で頭角を現しています。これらの企業は、高度なアルゴリズムの開発、拡張性の向上、群ベースのシステムの適応性の強化に注力しています。戦略的パートナーシップ、共同研究、研究開発への投資は、これらの企業が市場での地位を維持し、スウォームインテリジェンス技術の革新を推進するために採用する主な戦略です。

目次

第1章 スウォームインテリジェンス市場概要

  • 調査範囲
  • 市場推定年

第2章 エグゼクティブサマリー

  • 市場内訳
  • 競合考察

第3章 スウォームインテリジェンスの主要市場動向

  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 市場の将来動向

第4章 スウォームインテリジェンス産業研究

  • PEST分析
  • ポーターのファイブフォース分析
  • 成長見通しマッピング
  • 規制枠組み分析

第5章 スウォームインテリジェンス市場：COVID-19の影響分析

  • COVID-19以前の影響分析
  • COVID-19後の影響分析

第6章 スウォームインテリジェンス市場情勢

  • スウォームインテリジェンス市場シェア分析、2023年
  • 主要メーカー別内訳データ
    • 既存企業の分析
    • 新興企業の分析

第7章 スウォームインテリジェンス市場：技術タイプ別

  • 概要
    • セグメントシェア分析
    • 粒子群最適化（PSO）
    • アリコロニー最適化（ACO）
    • 人工蜂コロニー（ABC）
    • その他のスウォームインテリジェンスアルゴリズム

第8章 スウォームインテリジェンス市場：機能別

  • 概要
    • セグメントシェア分析
    • 最適化
    • クラスタリング
    • スケジュール
    • ルーティング

第9章 スウォームインテリジェンス市場：用途別

  • 概要
    • セグメントシェア分析
    • ロボット工学
    • ドローン
    • 人間の群衆

第10章 スウォームインテリジェンス市場：エンドユーザー別

  • 概要
    • セグメントシェア分析
    • ヘルスケア
    • 運輸・物流
    • 製造業
    • 金融・銀行
    • 農業
    • その他

第11章 スウォームインテリジェンス市場：地域別

  • イントロダクション
  • 北米
    • 概要
    • 北米の主要メーカー
    • 米国
    • カナダ
  • 欧州
    • 概要
    • 欧州の主要メーカー
    • ドイツ
    • イタリア
    • 英国
    • フランス
    • ロシア
    • オランダ
    • スウェーデン
    • ポーランド
    • その他
  • アジア太平洋（APAC）
    • 概要
    • アジア太平洋地域の主要メーカー
    • インド
    • 中国
    • 日本
    • 韓国
    • オーストラリア
    • タイ
    • インドネシア
    • フィリピン
    • その他
  • ラテンアメリカ
    • 概要
    • ラテンアメリカの主要メーカー
    • ブラジル
    • メキシコ
    • アルゼンチン
    • コロンビア
    • その他
  • 中東およびアフリカ
    • 概要
    • 中東・アフリカの主要メーカー
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • トルコ
    • アルジェリア
    • エジプト
    • その他

第12章 主要ベンダー分析：スウォームインテリジェンス業界

  • 競争ダッシュボード
  • 企業プロファイル
    • Amplify
    • CognistX, Inc.
    • Concisesoft
    • GreyOrange Pte. Ltd.
    • Myrmex
    • NetBeez, Inc.
    • Optmyzr
    • Particle Swarm
    • Qucit
    • Sentient Technologies Holdings Ltd.
    • South Florida
    • Swarm Technology Inc.
    • Synapse Wireless
    • Unanimous AI Inc.
    • Unstructured Ventures
    • Wild Blue Technologies
    • Others

第13章 アナリストの全方位展望

図表

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Swarm Intelligence Market: Technology Type Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Technology Type
  • TABLE Global Swarm Intelligence Market, by Technology Type 2019-2032 (USD Million)
  • TABLE Swarm Intelligence Market: Capability Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Capability
  • TABLE Global Swarm Intelligence Market, by Capability 2019-2032 (USD Million)
  • TABLE Swarm Intelligence Market: Application Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global Swarm Intelligence Market, by Application 2019-2032 (USD Million)
  • TABLE Swarm Intelligence Market: End User Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by End User
  • TABLE Global Swarm Intelligence Market, by End User 2019-2032 (USD Million)
  • TABLE Swarm Intelligence Market: Regional snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Swarm Intelligence Market, by Region 2019-2032 (USD Million)
  • TABLE North America Swarm Intelligence Market, by Country, 2019-2032 (USD Million)
  • TABLE North America Swarm Intelligence Market, by Technology Type, 2019-2032 (USD Million)
  • TABLE North America Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • TABLE North America Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • TABLE North America Swarm Intelligence Market, by End User, 2019-2032 (USD Million)
  • TABLE Europe Swarm Intelligence Market, by Country, 2019-2032 (USD Million)
  • TABLE Europe Swarm Intelligence Market, by Technology Type, 2019-2032 (USD Million)
  • TABLE Europe Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • TABLE Europe Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • TABLE Europe Swarm Intelligence Market, by End User, 2019-2032 (USD Million)
  • TABLE Asia Pacific Swarm Intelligence Market, by Country, 2019-2032 (USD Million)
  • TABLE Asia Pacific Swarm Intelligence Market, by Technology Type, 2019-2032 (USD Million)
  • TABLE Asia Pacific Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • TABLE Asia Pacific Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • TABLE Asia Pacific Swarm Intelligence Market, by End User, 2019-2032 (USD Million)
  • TABLE Latin America Swarm Intelligence Market, by Country, 2019-2032 (USD Million)
  • TABLE Latin America Swarm Intelligence Market, by Technology Type, 2019-2032 (USD Million)
  • TABLE Latin America Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • TABLE Latin America Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • TABLE Latin America Swarm Intelligence Market, by End User, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Swarm Intelligence Market, by Country, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Swarm Intelligence Market, by Technology Type, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Swarm Intelligence Market, by End User, 2019-2032 (USD Million)
目次
Product Code: ANV2684

REPORT HIGHLIGHT

Swarm Intelligence Market size was valued at USD 30,198.43 Million in 2023, expanding at a CAGR of 38.72% from 2024 to 2032.

The Swarm Intelligence market leverages principles from nature, where decentralized systems of individuals collaborate to solve complex problems. Driving factors in the market include advancements in AI and machine learning, leading to more sophisticated swarm algorithms capable of addressing complex real-world problems. The market faces restraints such as algorithm scalability, and ethical considerations around autonomous decision-making. Despite these challenges, opportunities abound in industries like autonomous systems, robotics, logistics, and healthcare, where swarm intelligence can enhance efficiency, productivity, and decision-making processes.

Swarm Intelligence Market- Market Dynamics

Advancements in AI and machine learning

Advancements in AI and machine learning are key drivers of growth in the swarm intelligence market. These technologies empower the development of sophisticated swarm algorithms capable of efficiently solving complex problems. Several governments have launched initiatives to promote AI and machine learning research and adoption. The European Commission's AI and Data Strategy aims to boost Europe's competitiveness in AI and accelerate digital transformation. The adoption of AI-driven swarm intelligence solutions is expanding across diverse industries like logistics, robotics, healthcare, and finance to enhance operational efficiency and decision-making processes. Integrating AI and machine learning capabilities into swarm intelligence algorithms enables more autonomous and adaptive behavior, fostering innovation in decentralized problem-solving approaches across various sectors.

Swarm Intelligence Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 38.72% over the forecast period (2024-2032)

Based on Technology type segmentation, Particle Swarm Optimization (PSO) was predicted to show maximum market share in the year 2023

Based on Capability segmentation, Optimization was the leading type in 2023

Based on Application segmentation, Robotics was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Swarm Intelligence Market- Segmentation Analysis:

The Global Swarm Intelligence Market is segmented on the basis of Technology Type, Capability, Application, End User, and Region.

The market is divided into three categories based on Technology type: Particle Swarm Optimization (PSO), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), and other swarm intelligence algorithms. Each of these technologies leverages unique principles inspired by biological swarms to solve optimization problems efficiently.

The market is divided into four categories based on Capability: clustering, scheduling, and routing applications. Swarm intelligence algorithms excel in these capabilities by enabling decentralized decision-making and adaptive behaviors, making them suitable for a wide range of industries, including logistics, manufacturing, and telecommunications.

Swarm Intelligence Market- Geographical Insights

Geographically, this market is segmented into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business.

North America holds a significant share due to robust investments in AI and machine learning research. Europe follows closely, driven by initiatives to integrate AI into industries like healthcare and logistics. In Asia Pacific, rapid digitalization and advancements in technology are fueling market growth. Emerging economies in Latin America and the Middle East & Africa are also embracing swarm intelligence for smart city development and industrial automation, contributing to the global market expansion.

Swarm Intelligence Market- Competitive Landscape:

Companies like Swarm Technology, Sentient Technologies, Unanimous AI, and Synense are prominent in the market, offering innovative swarm intelligence solutions for various industries. These players focus on developing advanced algorithms, improving scalability, and enhancing the adaptability of swarm-based systems. Strategic partnerships, collaborations, and investments in research and development are key strategies adopted by these companies to maintain their market position and drive innovation in swarm intelligence technologies.

Recent Developments:

In February 2024, GreyOrange introduced a new warehouse robotics system featuring advanced swarm intelligence, enhancing operational efficiency and fulfillment processes. This technology revolutionizes warehouse automation by adapting to inventory changes and demand patterns.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL SWARM INTELLIGENCE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Amplify

CognistX, Inc.

Concisesoft

GreyOrange Pte. Ltd.

Myrmex

NetBeez, Inc.

Optmyzr

Particle Swarm

Qucit

Sentient Technologies Holdings Ltd.

South Florida

Swarm Technology Inc.

Synapse Wireless

Unanimous AI Inc.

Unstructured Ventures

Wild Blue Technologies

Others

GLOBAL SWARM INTELLIGENCE MARKET, BY TECHNOLOGY TYPE- MARKET ANALYSIS, 2019 - 2032

  • Particle Swarm Optimization (PSO)
  • Ant Colony Optimization (ACO)
  • Artificial Bee Colony (ABC)
  • Other Swarm Intelligence Algorithms

GLOBAL SWARM INTELLIGENCE MARKET, BY CAPABILITY- MARKET ANALYSIS, 2019 - 2032

  • Optimization
  • Clustering
  • Scheduling
  • Routing

GLOBAL SWARM INTELLIGENCE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

  • Robotics
  • Drones
  • Human Swarming

GLOBAL SWARM INTELLIGENCE MARKET, BY END USER- MARKET ANALYSIS, 2019 - 2032

  • Healthcare
  • Transportation & Logistics
  • Manufacturing
  • Finance & Banking
  • Agriculture
  • Other

GLOBAL SWARM INTELLIGENCE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1.Swarm Intelligence Market Overview

  • 1.1.Study Scope
  • 1.2.Market Estimation Years

2.Executive Summary

  • 2.1.Market Snippet
    • 2.1.1.Swarm Intelligence Market Snippet by Technology Type
    • 2.1.2.Swarm Intelligence Market Snippet by Capability
    • 2.1.3.Swarm Intelligence Market Snippet by Application
    • 2.1.4.Swarm Intelligence Market Snippet by End User
    • 2.1.5.Swarm Intelligence Market Snippet by Country
    • 2.1.6.Swarm Intelligence Market Snippet by Region
  • 2.2.Competitive Insights

3.Swarm Intelligence Key Market Trends

  • 3.1.Swarm Intelligence Market Drivers
    • 3.1.1.Impact Analysis of Market Drivers
  • 3.2.Swarm Intelligence Market Restraints
    • 3.2.1.Impact Analysis of Market Restraints
  • 3.3.Swarm Intelligence Market Opportunities
  • 3.4.Swarm Intelligence Market Future Trends

4.Swarm Intelligence Industry Study

  • 4.1.PEST Analysis
  • 4.2.Porter's Five Forces Analysis
  • 4.3.Growth Prospect Mapping
  • 4.4.Regulatory Framework Analysis

5.Swarm Intelligence Market: COVID-19 Impact Analysis

  • 5.1.Pre-COVID-19 Impact Analysis
  • 5.2.Post-COVID-19 Impact Analysis
    • 5.2.1.Top Performing Segments
    • 5.2.2.Marginal Growth Segments
    • 5.2.3.Top Looser Segments
    • 5.2.4.Marginal Loss Segments

6.Swarm Intelligence Market Landscape

  • 6.1.Swarm Intelligence Market Share Analysis, 2023
  • 6.2.Breakdown Data, by Key Manufacturer
    • 6.2.1.Established Players' Analysis
    • 6.2.2.Emerging Players' Analysis

7.Swarm Intelligence Market - By Technology Type

  • 7.1.Overview
    • 7.1.1.Segment Share Analysis, By Technology Type, 2023 & 2032 (%)
    • 7.1.2.Particle Swarm Optimization (PSO)
    • 7.1.3.Ant Colony Optimization (ACO)
    • 7.1.4.Artificial Bee Colony (ABC)
    • 7.1.5.Other Swarm Intelligence Algorithms

8.Swarm Intelligence Market - By Capability

  • 8.1.Overview
    • 8.1.1.Segment Share Analysis, By Capability, 2023 & 2032 (%)
    • 8.1.2.Optimization
    • 8.1.3.Clustering
    • 8.1.4.Scheduling
    • 8.1.5.Routing

9.Swarm Intelligence Market - By Application

  • 9.1.Overview
    • 9.1.1.Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 9.1.2.Robotics
    • 9.1.3.Drones
    • 9.1.4.Human Swarming

10.Swarm Intelligence Market - By End User

  • 10.1.Overview
    • 10.1.1.Segment Share Analysis, By End User, 2023 & 2032 (%)
    • 10.1.2.Healthcare
    • 10.1.3.Transportation & Logistics
    • 10.1.4.Manufacturing
    • 10.1.5.Finance & Banking
    • 10.1.6.Agriculture
    • 10.1.7.Other

11.Swarm Intelligence Market- By Geography

  • 11.1.Introduction
    • 11.1.1.Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 11.2.North America
    • 11.2.1.Overview
    • 11.2.2.Swarm Intelligence Key Manufacturers in North America
    • 11.2.3.North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.2.4.North America Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
    • 11.2.5.North America Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
    • 11.2.6.North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.7.North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.2.8.U.S.
      • 11.2.8.1.Overview
      • 11.2.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.8.3.U.S. Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.2.8.4.U.S. Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.2.8.5.U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.8.6.U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.2.9.Canada
      • 11.2.9.1.Overview
      • 11.2.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.9.3.Canada Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.2.9.4.Canada Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.2.9.5.Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.9.6.Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 11.3.Europe
    • 11.3.1.Overview
    • 11.3.2.Swarm Intelligence Key Manufacturers in Europe
    • 11.3.3.Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.3.4.Europe Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
    • 11.3.5.Europe Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
    • 11.3.6.Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.7.Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.8.Germany
      • 11.3.8.1.Overview
      • 11.3.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.8.3.Germany Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.8.4.Germany Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.8.5.Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.8.6.Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.9.Italy
      • 11.3.9.1.Overview
      • 11.3.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.9.3.Italy Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.9.4.Italy Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.9.5.Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.9.6.Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.10.United Kingdom
      • 11.3.10.1.Overview
      • 11.3.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.10.3.United Kingdom Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.10.4.United Kingdom Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.10.5.United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.10.6.United Kingdom Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.11.France
      • 11.3.11.1.Overview
      • 11.3.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.11.3.France Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.11.4.France Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.11.5.France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.11.6.France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.12.Russia
      • 11.3.12.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.12.2.Russia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.12.3.Russia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.12.4.Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.12.5.Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.13.Netherlands
      • 11.3.13.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.13.2.Netherlands Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.13.3.Netherlands Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.13.4.Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.13.5.Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.14.Sweden
      • 11.3.14.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.14.2.Sweden Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.14.3.Sweden Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.14.4.Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.14.5.Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.15.Poland
      • 11.3.15.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.15.2.Poland Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.15.3.Poland Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.15.4.Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.15.5.Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.3.16.Rest of Europe
      • 11.3.16.1.Overview
      • 11.3.16.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.16.3.Rest of the Europe Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.3.16.4.Rest of the Europe Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.3.16.5.Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.16.6.Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 11.4.Asia Pacific (APAC)
    • 11.4.1.Overview
    • 11.4.2.Swarm Intelligence Key Manufacturers in Asia Pacific
    • 11.4.3.Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.4.4.Asia Pacific Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
    • 11.4.5.Asia Pacific Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
    • 11.4.6.Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.7.Asia Pacific Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.8.India
      • 11.4.8.1.Overview
      • 11.4.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.8.3.India Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.8.4.India Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.8.5.India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.8.6.India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.9.China
      • 11.4.9.1.Overview
      • 11.4.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.9.3.China Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.9.4.China Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.9.5.China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.9.6.China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.10.Japan
      • 11.4.10.1.Overview
      • 11.4.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.10.3.Japan Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.10.4.Japan Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.10.5.Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.10.6.Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.11.South Korea
      • 11.4.11.1.Overview
      • 11.4.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.11.3.South Korea Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.11.4.South Korea Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.11.5.South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.11.6.South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.12.Australia
      • 11.4.12.1.Overview
      • 11.4.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.12.3.Australia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.12.4.Australia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.12.5.Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.12.6.Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.13.Thailand
      • 11.4.13.1.Overview
      • 11.4.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.13.3.Thailand Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.13.4.Thailand Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.13.5.Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.13.6.Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.14.Indonesia
      • 11.4.14.1.Overview
      • 11.4.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.14.3.Indonesia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.14.4.Indonesia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.14.5.Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.14.6.Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.15.Philippines
      • 11.4.15.1.Overview
      • 11.4.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.15.3.Philippines Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.15.4.Philippines Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.15.5.Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.15.6.Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.4.16.Rest of APAC
      • 11.4.16.1.Overview
      • 11.4.16.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.16.3.Rest of APAC Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.4.16.4.Rest of APAC Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.4.16.5.Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.16.6.Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 11.5.Latin America
    • 11.5.1.Overview
    • 11.5.2.Swarm Intelligence Key Manufacturers in Latin America
    • 11.5.3.Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.5.4.Latin America Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
    • 11.5.5.Latin America Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
    • 11.5.6.Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.7.Latin America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.5.8.Brazil
      • 11.5.8.1.Overview
      • 11.5.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.8.3.Brazil Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.5.8.4.Brazil Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.5.8.5.Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.8.6.Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.5.9.Mexico
      • 11.5.9.1.Overview
      • 11.5.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.9.3.Mexico Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.5.9.4.Mexico Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.5.9.5.Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.9.6.Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.5.10.Argentina
      • 11.5.10.1.Overview
      • 11.5.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.10.3.Argentina Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.5.10.4.Argentina Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.5.10.5.Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.10.6.Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.5.11.Colombia
      • 11.5.11.1.Overview
      • 11.5.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.11.3.Colombia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.5.11.4.Colombia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.5.11.5.Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.11.6.Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.5.12.Rest of LATAM
      • 11.5.12.1.Overview
      • 11.5.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.12.3.Rest of LATAM Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.5.12.4.Rest of LATAM Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.5.12.5.Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.12.6.Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 11.6.Middle East and Africa
    • 11.6.1.Overview
    • 11.6.2.Swarm Intelligence Key Manufacturers in Middle East and Africa
    • 11.6.3.Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.6.4.Middle East and Africa Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
    • 11.6.5.Middle East and Africa Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
    • 11.6.6.Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.7.Middle East and Africa Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.8.Saudi Arabia
      • 11.6.8.1.Overview
      • 11.6.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.8.3.Saudi Arabia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.8.4.Saudi Arabia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.8.5.Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.8.6.Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.9.United Arab Emirates
      • 11.6.9.1.Overview
      • 11.6.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.9.3.United Arab Emirates Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.9.4.United Arab Emirates Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.9.5.United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.9.6.United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.10.Israel
      • 11.6.10.1.Overview
      • 11.6.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.10.3.Israel Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.10.4.Israel Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.10.5.Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.10.6.Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.11.Turkey
      • 11.6.11.1.Overview
      • 11.6.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.11.3.Turkey Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.11.4.Turkey Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.11.5.Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.11.6.Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.12.Algeria
      • 11.6.12.1.Overview
      • 11.6.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.12.3.Algeria Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.12.4.Algeria Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.12.5.Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.12.6.Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.13.Egypt
      • 11.6.13.1.Overview
      • 11.6.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.13.3.Egypt Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.13.4.Egypt Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.13.5.Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.13.6.Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 11.6.14.Rest of MEA
      • 11.6.14.1.Overview
      • 11.6.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.14.3.Rest of MEA Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
      • 11.6.14.4.Rest of MEA Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
      • 11.6.14.5.Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.14.6.Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

12.Key Vendor Analysis- Swarm Intelligence Industry

  • 12.1.Competitive Dashboard
  • 12.2.Company Profiles
    • 12.2.1.Amplify
    • 12.2.2.CognistX, Inc.
    • 12.2.3.Concisesoft
    • 12.2.4.GreyOrange Pte. Ltd.
    • 12.2.5.Myrmex
    • 12.2.6.NetBeez, Inc.
    • 12.2.7.Optmyzr
    • 12.2.8.Particle Swarm
    • 12.2.9.Qucit
    • 12.2.10.Sentient Technologies Holdings Ltd.
    • 12.2.11.South Florida
    • 12.2.12.Swarm Technology Inc.
    • 12.2.13.Synapse Wireless
    • 12.2.14.Unanimous AI Inc.
    • 12.2.15.Unstructured Ventures
    • 12.2.16.Wild Blue Technologies
    • 12.2.17.Others

13.360 Degree Analyst View

14.Appendix

  • 14.1.Research Methodology
  • 14.2.References
  • 14.3.Abbreviations
  • 14.4.Disclaimer
  • 14.5.Contact Us