Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
complex systems
Search
Fabien Pfaender
August 02, 2015
Science
0
52
complex systems
introduction to complex systems and cities analysis for a keynote competition in Fudan University
Fabien Pfaender
August 02, 2015
Tweet
Share
More Decks by Fabien Pfaender
See All by Fabien Pfaender
Innovative cites
shangdaemon
0
47
ComplexCity Laboratory Official Presentation
shangdaemon
1
150
Café des Sciences SHS - usage pour la ville des données personnelles
shangdaemon
0
110
Analysis Tools Through the Ages
shangdaemon
0
86
Data Science introduction with Urban Data Science
shangdaemon
0
140
Exploratory Data Analysis
shangdaemon
0
95
Café des sciences — villes complexes
shangdaemon
0
58
UTSEUS course — Art of Presentation
shangdaemon
1
63
Other Decks in Science
See All in Science
(2025) Balade en cyclotomie
mansuy
0
440
Kaggle: NeurIPS - Open Polymer Prediction 2025 コンペ 反省会
calpis10000
0
370
DMMにおけるABテスト検証設計の工夫
xc6da
1
1.5k
Agent開発フレームワークのOverviewとW&B Weaveとのインテグレーション
siyoo
0
410
AIに仕事を奪われる 最初の医師たちへ
ikora128
0
1k
機械学習 - K近傍法 & 機械学習のお作法
trycycle
PRO
0
1.3k
データベース15: ビッグデータ時代のデータベース
trycycle
PRO
0
440
People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text
rudorudo11
0
190
タンパク質間相互作⽤を利⽤した⼈⼯知能による新しい薬剤遺伝⼦-疾患相互作⽤の同定
tagtag
PRO
0
140
[Paper Introduction] From Bytes to Ideas:Language Modeling with Autoregressive U-Nets
haruumiomoto
0
190
Text-to-SQLの既存の評価指標を問い直す
gotalab555
1
170
Performance Evaluation and Ranking of Drivers in Multiple Motorsports Using Massey’s Method
konakalab
0
140
Featured
See All Featured
Understanding Cognitive Biases in Performance Measurement
bluesmoon
32
2.8k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
72
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
130k
Discover your Explorer Soul
emna__ayadi
2
1.1k
State of Search Keynote: SEO is Dead Long Live SEO
ryanjones
0
110
Measuring & Analyzing Core Web Vitals
bluesmoon
9
750
Producing Creativity
orderedlist
PRO
348
40k
Java REST API Framework Comparison - PWX 2021
mraible
34
9.1k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.6k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
55
3.2k
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
The Cult of Friendly URLs
andyhume
79
6.8k
Transcript
复杂 系统
复杂 系统 Complicated Complex
Human Robot
xn+1 = xn cos(a) - (yn - xn 2) sin(a)
yn+1 = xn sin(a) + (yn - xn 2) cos(a) Henon phase strange attractor
xn+1 = xn cos(a) - (yn - xn 2) sin(a)
yn+1 = xn sin(a) + (yn - xn 2) cos(a) Henon phase strange attractor
None
Disorder Torus Flock alignment cohesion separation 0.2 1.5 3.0 1.5
1.5 3.0 3 1.5 3.0 Experiment developed in processing.org based on Craig Reynolds’s Boids (1986)
Disorder Torus Flock alignment cohesion separation 0.2 1.5 3.0 1.5
1.5 3.0 3 1.5 3.0 Experiment developed in processing.org based on Craig Reynolds’s Boids (1986)
None
None
VISUALIZING 350,000 VENUES FROM DIANPING.COM (2014) (LOCATION, PRICE, COMMENTS, RATINGS,
TAGS, ETC.)
Hypothesis on System Elements Algorithm Based Simulation Human Based Simulation
Data Exploration and Hypothesis Generation Complex System Good Fitted model of the structure Weak Emergence Low-Level First Weak Emergence High Level First Hypothesis Validation Extract Significants Elements Exploration Modelization Optimization
COMPLEXCITY.ORG