Enviar búsqueda
Cargar
群體智慧Colletive Intelligence 陳慶瀚
•
Descargar como PPT, PDF
•
3 recomendaciones
•
627 vistas
O
oconar
Seguir
群體智慧Colletive Intelligence 陳慶瀚 機器智慧與自動化技術(MIAT)實驗室 義守大學電機系 pierre@isu.edu.tw 2005年10月25日
Leer menos
Leer más
Tecnología
Denunciar
Compartir
Denunciar
Compartir
1 de 39
Descargar ahora
Recomendados
Winterday
Winterday
oconar
2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
Marius Sescu
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
Expeed Software
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
Pixeldarts
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
ThinkNow
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
marketingartwork
Skeleton Culture Code
Skeleton Culture Code
Skeleton Technologies
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
Neil Kimberley
Recomendados
Winterday
Winterday
oconar
2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
Marius Sescu
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
Expeed Software
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
Pixeldarts
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
ThinkNow
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
marketingartwork
Skeleton Culture Code
Skeleton Culture Code
Skeleton Technologies
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
Neil Kimberley
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
contently
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
Albert Qian
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
Search Engine Journal
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
SpeakerHub
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
Clark Boyd
Getting into the tech field. what next
Getting into the tech field. what next
Tessa Mero
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Lily Ray
How to have difficult conversations
How to have difficult conversations
Rajiv Jayarajah, MAppComm, ACC
Introduction to Data Science
Introduction to Data Science
Christy Abraham Joy
Time Management & Productivity - Best Practices
Time Management & Productivity - Best Practices
Vit Horky
The six step guide to practical project management
The six step guide to practical project management
MindGenius
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
RachelPearson36
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Applitools
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
GetSmarter
ChatGPT webinar slides
ChatGPT webinar slides
Alireza Esmikhani
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
Project for Public Spaces & National Center for Biking and Walking
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
DevGAMM Conference
Barbie - Brand Strategy Presentation
Barbie - Brand Strategy Presentation
Erica Santiago
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Saba Software
Más contenido relacionado
Destacado
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
contently
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
Albert Qian
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
Search Engine Journal
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
SpeakerHub
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
Clark Boyd
Getting into the tech field. what next
Getting into the tech field. what next
Tessa Mero
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Lily Ray
How to have difficult conversations
How to have difficult conversations
Rajiv Jayarajah, MAppComm, ACC
Introduction to Data Science
Introduction to Data Science
Christy Abraham Joy
Time Management & Productivity - Best Practices
Time Management & Productivity - Best Practices
Vit Horky
The six step guide to practical project management
The six step guide to practical project management
MindGenius
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
RachelPearson36
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Applitools
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
GetSmarter
ChatGPT webinar slides
ChatGPT webinar slides
Alireza Esmikhani
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
Project for Public Spaces & National Center for Biking and Walking
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
DevGAMM Conference
Barbie - Brand Strategy Presentation
Barbie - Brand Strategy Presentation
Erica Santiago
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Saba Software
Destacado
(20)
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
Getting into the tech field. what next
Getting into the tech field. what next
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
How to have difficult conversations
How to have difficult conversations
Introduction to Data Science
Introduction to Data Science
Time Management & Productivity - Best Practices
Time Management & Productivity - Best Practices
The six step guide to practical project management
The six step guide to practical project management
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
ChatGPT webinar slides
ChatGPT webinar slides
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Barbie - Brand Strategy Presentation
Barbie - Brand Strategy Presentation
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
群體智慧Colletive Intelligence 陳慶瀚
1.
群體智慧 Colletive Intelligence
陳慶瀚 機器智慧與自動化技術 (MIAT) 實驗室 義守大學電機系 [email_address] 2005 年 10 月 25 日 產業研發碩士專班課程 當代系統科學思想
2.
3.
從知識到智慧
4.
智慧的流程 資料
資訊 知識 智慧
5.
智慧的定義 自主式的解決問題的行為 Behavior
生物得以適應新環境的本能。 Aptitute 一組心靈的功能,得以對客體產生概念式的、理性的知識。 Function 一種認識和理解的能力。 Faculity
6.
知識 v.s.
智慧 表現 (Representive) 存有 (Existent) 化約 (Reductionist) 複雜 (Complex) 模型 (Model) 實境 (Real World) 型態 (Pattern) 動態系統 (Dynamic System) 結構 (Structure) 行為 (Behavior) 知識 (Knowledge) 智慧 (Intelligence)
7.
智慧的型態
3. 鏈結式 (Connectionist) IF A THEN B ELSE C ... 2. 符號式 (Symbolic) 1. 解析式 (Analytical)
8.
知識模型的範例
9.
知識的發生 複雜動態系統 (
演化、社會性生物群體行為 ) 3. 突現式 (Emergent) 類比學習、自我組織 ( 類神經網路、歸納式推理等 ) 2. 歸納式 (Inductive) 邏輯、解析方法 ( 例如:公式、定理、法則等 ) 1. 演繹式 (Deductive)
10.
螞蟻的群體行為 Collective Behavior
in Ant Colony
11.
螞蟻的超組織模型
12.
螞蟻搬運食物
13.
螞蟻群體解題
14.
蟻群的溝通和決策
15.
蟻群的分撿行為 T 1
T 2 T 3
16.
蟻群的工作派遣行為
17.
蟻群的築巢行為
18.
蟻群的搭橋行為
19.
Bridge Building in
Ant Colony
20.
仿螞蟻群體智慧 Ant-inspired Collective
Intelligence
21.
螞蟻群體解題 由一群簡單功能的個體 (ant)
所形成的群體 (ant colony) ,能夠展現出高可靠度、高適應性的自主化的解決問題的能力。 Collective Problem Solving :
22.
蟻群覓食 當螞蟻在食物和巢物之間來回行走時,會分泌一種化學物質:費洛蒙 (pheromone)
。當巢穴到食物之間有許多路徑可以選擇時,個別螞蟻將傾向於選擇費洛蒙較強的路徑。
23.
蟻群覓食的模型化 費洛蒙更新 決策機率
24.
蟻群覓食模擬
25.
蟻群覓食與 TSP 最佳化
Ant-TSP DEMO
26.
蟻群自組織分揀 (Gathering)
27.
螞蟻自組織分揀規則 ─
如果螞蟻正搬運一個物資,則牠在某位置 x 放下的機率與該物資與 x 周圍物資的同質性成正比。 ─ 如果螞蟻沒有搬運物資,則牠在某位置 x 把一個物資搬起的機率與該物資與 x 周圍物資的異質性成正比。
28.
自組織分揀模型化 感知 決策
29.
自組織分揀模擬
30.
分揀系統的性能測量 以空間 熵度量
系統的收斂性
31.
空間 熵與分揀收斂
32.
仿社會行為的群體搜尋
33.
個體 / 社會行為的調節
個體經驗行為: 社會影響行為:
34.
仿社會行為的群體搜尋 調整搜尋速度:
新的搜尋位置:
35.
群體解題與最佳化 展示程式
36.
仿螞蟻群體智慧的解題機制 Positive
Feedback : 快速找到最佳解 Probabilistic Decision Making : 跳出區域性最佳解 Distributed Searching : Anti-control 的平行搜尋策略
37.
群體智慧的工程應用 ─
Design Optimization ─ Data Mining by Clustering ─ Adaptive Task Allocation ─ Multi-robots System ─ Meta-heuristics for Intelligent System (Classification, Recognition, Prediction, D iagnosis…)
38.
結語
39.
結語
Descargar ahora