SlideShare a Scribd company logo
An Quantum Brain Storm Optimization for
Fog Computing in 5G
ByBy
Qiong Wu, Tong Xu,Jun S. Huang and Ke Jiang
Rooster Year, 2017
About the Authors
Qiong Wu, Associate Professor
吴琼
Tong Xu, Jiangsu
徐童
 Jun Steed Huang, Principal Engineer
黄骏
Ke Jiang, JiangsuKe Jiang, Jiangsu
蒋可蒋可
Outline
 Quantum Effect
 The Spooky Secret
 Superluminal Phenomenon
 Brain Storm Optimization
 Swarm Intelligence Algorithms
 Tribe and Ethnic Clusters
 Fog Computing in 5G
 Distributed or Centralized
 Moving or Stationary
 Summary
Quantum Effect
Your never know
International Conference on Social Science [ICSS2014]
The Spooky Secret:
Superluminal
phenomenon totally
violates the special
theory of relativity,
which says nothing’s
speed exceeds light
speed.
Further more, as of
today, no one knows
what’s behind the
strange phenomenon. 2 2
Superluminal Phenomenon
—Space time are naturally broken
Experiment 1 (higher latitude on mountain): In 2008,
Geneva researchers found that the quantum
entanglement is much faster than 10,000 times of
speed of light.
Experiment 2 (lower latitude at sea level): In 2013,
Qingdao scientists concluded that, it is 9931 times
around the speed of light.
∵ E = m c (3+1)/2
= m g e/2
∩ e = 2.71828182846 c = 299792458 m / s
∴ g/c = 9930.509917796768180071686850124
Hendrik Anton Lorentz & George Francis
FitzGerald …
2D is the essential world: going out the
wormhole
2D is the essential home : coming back the
same way
Phoenix
Qubit states
You knew what you want
Brain Storm
Optimization
International Conference on Social Science [ICSS2014]
Most swarm intelligence
algorithms are inspired by
simple self-designed synergy,
Particle Swarm Optimization
is inspired by synergistic
effect by birds,
Ant Colony algorithm is
inspired by synergistic effect
by ants and
Fire Flies optimization
algorithm is inspired by
synergistic effect by fire flies,
Brain Storm Optimization
algorithms inspired by
synergistic effect by us - the
most intelligent creature!
PSO
International Conference on Social Science [ICSS2014]
In the BSO algorithm, the
solutions are clustered into
several categories, and the
new solutions are generated
by the mutation of cluster or
existing solutions.
The BSO algorithm can be
seen as a combination of
swarm intelligence and data
mining techniques.
Every individual in the brain
storm optimization algorithm
is not only a solution to the
problem to be optimized, but
also a data point to reveal the
landscapes of the problem.
BSO
What is the ethnic clustering?
It means that, in a city, one area will be
predominately asian,
one area will be primarily black,
one area will be predominately white, etc
Observation: If an area's economy is growing,
existing communities draw immigrants; if it isn't,
then the population doesn't change.
Conclusion: To evolve a solution, the cluster
must be changed persistently.
26 Swarm Optimizations
ASO: Ants colony
BSO: Brain storming
CSO: Chicken rooster
DSO: Duck friendly
ESO: Eel gender
FSO: Firefly flashing
GSO: Gorilla troops
HSO: Honey bee
ISO: Impala bachelor
JSO: Jackal pairs
KSO: Kangaroo mobs
LSO: Little brown bat
MSO: Monkey tribe
26 Swarm Optimizations
NSO: Nile crocodile
OSO: Otter play
PSO: Particle swarm
QSO: Quail flock
RSO: Rat invasion
SSO: Swan wedge
TSO: Timber wolf
USO: Urial herd
VSO: Vulture kettle
WSO: Whale travel
XSO: Xerus watch
YSO: Yak herd
ZSO: Zebra run
In the BSO algorithm, the
solutions are clustered into
several categories, and the
new solutions are generated
by the mutation of cluster or
existing solutions.
The BSO algorithm can be
seen as a combination of
swarm intelligence and data
mining techniques.
Every individual in the brain
storm optimization algorithm
is not only a solution to the
problem to be optimized, but
also a data point to reveal the
landscapes of the problem.
Qubit-BSO
|0> |1>
Fitness
β α
warmholes
positive negative
Fog Computing in 5G
You may not get what you want
Distributed or Centralized
Cloud Computing is too slow, as
the server farm is too far from
you.
Edge Computing is too small, as
the server has limited items in
there.
Fog Computing is neither slow,
nor small
Moving or Stationary
Mobile Cloud Computing is too
slow, as the wireless pipe is not
solid.
Mobile Edge Computing is not
fast, as there are many users.
Fog Computing in 5G is fast, and
rocket solid.
Trace down pesticides
SUMMARY
Fog is not Given, but Made! So is the5G!!
Quantum brains sat in both local
minimum clusters at the same time
BSO-0 fitness is BSO-1 probability
BSO-1 fitness is BSO-0 probability
The fitness is given by (∑x1.5
)1/1.5
M*S1*S2 = E*T1*T2
T2
T1
M*S1*S2 = E*T1*T2
T2
T1
Portable pesticide detection uploading downloading
fog
Only after your smart phone
APP randomly accessed one
of the servers through
randomly selected fog nodes
based on randomly sampled
food from the randomly
picked up boxes, will you
know, for sure, if the food
contains poison pesticide or
not?
Thank you!
Questions?

More Related Content

Similar to Quantum Entangled Brain Storm Optimization

Quantum Brain Storm Optimization
Quantum Brain Storm OptimizationQuantum Brain Storm Optimization
Quantum Brain Storm Optimization
Jun Steed Huang
 
Advantages And Disadvantages Of Bee Colony
Advantages And Disadvantages Of Bee ColonyAdvantages And Disadvantages Of Bee Colony
Advantages And Disadvantages Of Bee Colony
Tasha Holloway
 
1. The Game Of The Century
1. The Game Of The Century1. The Game Of The Century
1. The Game Of The Century
Alexandre Linhares
 
ML and Signal Processing for Lung Sounds
ML and Signal Processing for Lung SoundsML and Signal Processing for Lung Sounds
ML and Signal Processing for Lung Sounds
PetteriTeikariPhD
 
Speckled computing
Speckled computingSpeckled computing
Speckled computing
bijopjoy
 
11.bio inspired approach as a problem solving technique
11.bio inspired approach as a problem solving technique11.bio inspired approach as a problem solving technique
11.bio inspired approach as a problem solving technique
Alexander Decker
 
A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data
A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data
A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data
ijscai
 
20181212 ibm aot
20181212 ibm aot20181212 ibm aot
20181212 ibm aot
Hiroshi Maruyama
 
IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...
IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...
IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...
IRJET Journal
 
Seminar blue brain
Seminar blue brainSeminar blue brain
Seminar blue brain
Sruthy K S
 
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATAA BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
IJSCAI Journal
 
Big Data LDN 2017: Deep Learning Demystified
Big Data LDN 2017: Deep Learning DemystifiedBig Data LDN 2017: Deep Learning Demystified
Big Data LDN 2017: Deep Learning Demystified
Matt Stubbs
 
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
ijscai
 
Comparative study between metaheuristic algorithms for internet of things wir...
Comparative study between metaheuristic algorithms for internet of things wir...Comparative study between metaheuristic algorithms for internet of things wir...
Comparative study between metaheuristic algorithms for internet of things wir...
IJECEIAES
 
Kurzweil ~ Humanity+
Kurzweil ~ Humanity+Kurzweil ~ Humanity+
Kurzweil ~ Humanity+
Brian Ahier
 
IRJET- Survey on Detection of Crime
IRJET-  	  Survey on Detection of CrimeIRJET-  	  Survey on Detection of Crime
IRJET- Survey on Detection of Crime
IRJET Journal
 
IRJET - Direct Me-Nevigation for Blind People
IRJET -  	  Direct Me-Nevigation for Blind PeopleIRJET -  	  Direct Me-Nevigation for Blind People
IRJET - Direct Me-Nevigation for Blind People
IRJET Journal
 
TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...
TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...
TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...
cscpconf
 
Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...
Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...
Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...
IOSR Journals
 
Blue brain seminar report
Blue brain seminar reportBlue brain seminar report
Blue brain seminar report
Suryoday Nth
 

Similar to Quantum Entangled Brain Storm Optimization (20)

Quantum Brain Storm Optimization
Quantum Brain Storm OptimizationQuantum Brain Storm Optimization
Quantum Brain Storm Optimization
 
Advantages And Disadvantages Of Bee Colony
Advantages And Disadvantages Of Bee ColonyAdvantages And Disadvantages Of Bee Colony
Advantages And Disadvantages Of Bee Colony
 
1. The Game Of The Century
1. The Game Of The Century1. The Game Of The Century
1. The Game Of The Century
 
ML and Signal Processing for Lung Sounds
ML and Signal Processing for Lung SoundsML and Signal Processing for Lung Sounds
ML and Signal Processing for Lung Sounds
 
Speckled computing
Speckled computingSpeckled computing
Speckled computing
 
11.bio inspired approach as a problem solving technique
11.bio inspired approach as a problem solving technique11.bio inspired approach as a problem solving technique
11.bio inspired approach as a problem solving technique
 
A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data
A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data
A Binary Bat Inspired Algorithm for the Classification of Breast Cancer Data
 
20181212 ibm aot
20181212 ibm aot20181212 ibm aot
20181212 ibm aot
 
IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...
IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...
IRJET- A Real Time Yolo Human Detection in Flood Affected Areas based on Vide...
 
Seminar blue brain
Seminar blue brainSeminar blue brain
Seminar blue brain
 
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATAA BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
 
Big Data LDN 2017: Deep Learning Demystified
Big Data LDN 2017: Deep Learning DemystifiedBig Data LDN 2017: Deep Learning Demystified
Big Data LDN 2017: Deep Learning Demystified
 
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
A BINARY BAT INSPIRED ALGORITHM FOR THE CLASSIFICATION OF BREAST CANCER DATA
 
Comparative study between metaheuristic algorithms for internet of things wir...
Comparative study between metaheuristic algorithms for internet of things wir...Comparative study between metaheuristic algorithms for internet of things wir...
Comparative study between metaheuristic algorithms for internet of things wir...
 
Kurzweil ~ Humanity+
Kurzweil ~ Humanity+Kurzweil ~ Humanity+
Kurzweil ~ Humanity+
 
IRJET- Survey on Detection of Crime
IRJET-  	  Survey on Detection of CrimeIRJET-  	  Survey on Detection of Crime
IRJET- Survey on Detection of Crime
 
IRJET - Direct Me-Nevigation for Blind People
IRJET -  	  Direct Me-Nevigation for Blind PeopleIRJET -  	  Direct Me-Nevigation for Blind People
IRJET - Direct Me-Nevigation for Blind People
 
TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...
TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...
TERRIAN IDENTIFICATION USING CO-CLUSTERED MODEL OF THE SWARM INTELLEGENCE & S...
 
Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...
Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...
Universal Artificial Intelligence for Intelligent Agents: An Approach to Supe...
 
Blue brain seminar report
Blue brain seminar reportBlue brain seminar report
Blue brain seminar report
 

More from Jun Steed Huang

ICFT-VNX-2022V2.pdf
ICFT-VNX-2022V2.pdfICFT-VNX-2022V2.pdf
ICFT-VNX-2022V2.pdf
Jun Steed Huang
 
Predicted COVID-19 Ending Time
Predicted COVID-19 Ending TimePredicted COVID-19 Ending Time
Predicted COVID-19 Ending Time
Jun Steed Huang
 
Forest Environment Analysis for the Pandemic Health
Forest Environment Analysis for the Pandemic HealthForest Environment Analysis for the Pandemic Health
Forest Environment Analysis for the Pandemic Health
Jun Steed Huang
 
Alphaba Smart Bus Autonomous Design
Alphaba Smart Bus Autonomous DesignAlphaba Smart Bus Autonomous Design
Alphaba Smart Bus Autonomous Design
Jun Steed Huang
 
UK COVID-9 Mutation
UK COVID-9 MutationUK COVID-9 Mutation
UK COVID-9 Mutation
Jun Steed Huang
 
Analysis of 2020 USA Presidential Election
Analysis of 2020 USA Presidential Election Analysis of 2020 USA Presidential Election
Analysis of 2020 USA Presidential Election
Jun Steed Huang
 
Cosmos Genesis Entanglement Speed
Cosmos Genesis Entanglement SpeedCosmos Genesis Entanglement Speed
Cosmos Genesis Entanglement Speed
Jun Steed Huang
 
7 Safety +1 COVID-19 Protection Lines
7 Safety +1 COVID-19 Protection Lines7 Safety +1 COVID-19 Protection Lines
7 Safety +1 COVID-19 Protection Lines
Jun Steed Huang
 
Hyper variance and autonomous bus
Hyper variance and autonomous busHyper variance and autonomous bus
Hyper variance and autonomous bus
Jun Steed Huang
 
Mine Death Estimation
Mine Death EstimationMine Death Estimation
Mine Death Estimation
Jun Steed Huang
 
Steed Variance
Steed VarianceSteed Variance
Steed Variance
Jun Steed Huang
 
Power plant
Power plantPower plant
Power plant
Jun Steed Huang
 
Vtc9252019
Vtc9252019Vtc9252019
Vtc9252019
Jun Steed Huang
 
Quatum fridge
Quatum fridgeQuatum fridge
Quatum fridge
Jun Steed Huang
 
Hypo Variance
Hypo VarianceHypo Variance
Hypo Variance
Jun Steed Huang
 
From Hadamard to Langlands
From Hadamard to LanglandsFrom Hadamard to Langlands
From Hadamard to Langlands
Jun Steed Huang
 
Homogeneous Cosmos Unique Genesis
Homogeneous Cosmos Unique GenesisHomogeneous Cosmos Unique Genesis
Homogeneous Cosmos Unique Genesis
Jun Steed Huang
 
Complex Hurst for NDVI
Complex Hurst for NDVIComplex Hurst for NDVI
Complex Hurst for NDVI
Jun Steed Huang
 
Selabot Swarm
Selabot Swarm Selabot Swarm
Selabot Swarm
Jun Steed Huang
 
Autonomous bus
Autonomous busAutonomous bus
Autonomous bus
Jun Steed Huang
 

More from Jun Steed Huang (20)

ICFT-VNX-2022V2.pdf
ICFT-VNX-2022V2.pdfICFT-VNX-2022V2.pdf
ICFT-VNX-2022V2.pdf
 
Predicted COVID-19 Ending Time
Predicted COVID-19 Ending TimePredicted COVID-19 Ending Time
Predicted COVID-19 Ending Time
 
Forest Environment Analysis for the Pandemic Health
Forest Environment Analysis for the Pandemic HealthForest Environment Analysis for the Pandemic Health
Forest Environment Analysis for the Pandemic Health
 
Alphaba Smart Bus Autonomous Design
Alphaba Smart Bus Autonomous DesignAlphaba Smart Bus Autonomous Design
Alphaba Smart Bus Autonomous Design
 
UK COVID-9 Mutation
UK COVID-9 MutationUK COVID-9 Mutation
UK COVID-9 Mutation
 
Analysis of 2020 USA Presidential Election
Analysis of 2020 USA Presidential Election Analysis of 2020 USA Presidential Election
Analysis of 2020 USA Presidential Election
 
Cosmos Genesis Entanglement Speed
Cosmos Genesis Entanglement SpeedCosmos Genesis Entanglement Speed
Cosmos Genesis Entanglement Speed
 
7 Safety +1 COVID-19 Protection Lines
7 Safety +1 COVID-19 Protection Lines7 Safety +1 COVID-19 Protection Lines
7 Safety +1 COVID-19 Protection Lines
 
Hyper variance and autonomous bus
Hyper variance and autonomous busHyper variance and autonomous bus
Hyper variance and autonomous bus
 
Mine Death Estimation
Mine Death EstimationMine Death Estimation
Mine Death Estimation
 
Steed Variance
Steed VarianceSteed Variance
Steed Variance
 
Power plant
Power plantPower plant
Power plant
 
Vtc9252019
Vtc9252019Vtc9252019
Vtc9252019
 
Quatum fridge
Quatum fridgeQuatum fridge
Quatum fridge
 
Hypo Variance
Hypo VarianceHypo Variance
Hypo Variance
 
From Hadamard to Langlands
From Hadamard to LanglandsFrom Hadamard to Langlands
From Hadamard to Langlands
 
Homogeneous Cosmos Unique Genesis
Homogeneous Cosmos Unique GenesisHomogeneous Cosmos Unique Genesis
Homogeneous Cosmos Unique Genesis
 
Complex Hurst for NDVI
Complex Hurst for NDVIComplex Hurst for NDVI
Complex Hurst for NDVI
 
Selabot Swarm
Selabot Swarm Selabot Swarm
Selabot Swarm
 
Autonomous bus
Autonomous busAutonomous bus
Autonomous bus
 

Recently uploaded

Material for memory and display system h
Material for memory and display system hMaterial for memory and display system h
Material for memory and display system h
gowrishankartb2005
 
john krisinger-the science and history of the alcoholic beverage.pptx
john krisinger-the science and history of the alcoholic beverage.pptxjohn krisinger-the science and history of the alcoholic beverage.pptx
john krisinger-the science and history of the alcoholic beverage.pptx
Madan Karki
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
IJECEIAES
 
Engineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdfEngineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdf
abbyasa1014
 
The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.
sachin chaurasia
 
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
IJECEIAES
 
Certificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi AhmedCertificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi Ahmed
Mahmoud Morsy
 
Hematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood CountHematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood Count
shahdabdulbaset
 
Introduction to AI Safety (public presentation).pptx
Introduction to AI Safety (public presentation).pptxIntroduction to AI Safety (public presentation).pptx
Introduction to AI Safety (public presentation).pptx
MiscAnnoy1
 
Seminar on Distillation study-mafia.pptx
Seminar on Distillation study-mafia.pptxSeminar on Distillation study-mafia.pptx
Seminar on Distillation study-mafia.pptx
Madan Karki
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
insn4465
 
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
171ticu
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
shadow0702a
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
IJECEIAES
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
IJECEIAES
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
bijceesjournal
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
Nada Hikmah
 
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Sinan KOZAK
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
Victor Morales
 
CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1
PKavitha10
 

Recently uploaded (20)

Material for memory and display system h
Material for memory and display system hMaterial for memory and display system h
Material for memory and display system h
 
john krisinger-the science and history of the alcoholic beverage.pptx
john krisinger-the science and history of the alcoholic beverage.pptxjohn krisinger-the science and history of the alcoholic beverage.pptx
john krisinger-the science and history of the alcoholic beverage.pptx
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
 
Engineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdfEngineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdf
 
The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.
 
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
 
Certificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi AhmedCertificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi Ahmed
 
Hematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood CountHematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood Count
 
Introduction to AI Safety (public presentation).pptx
Introduction to AI Safety (public presentation).pptxIntroduction to AI Safety (public presentation).pptx
Introduction to AI Safety (public presentation).pptx
 
Seminar on Distillation study-mafia.pptx
Seminar on Distillation study-mafia.pptxSeminar on Distillation study-mafia.pptx
Seminar on Distillation study-mafia.pptx
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
 
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样官方认证美国密歇根州立大学毕业证学位证书原版一模一样
官方认证美国密歇根州立大学毕业证学位证书原版一模一样
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
 
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
 
CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1
 

Quantum Entangled Brain Storm Optimization

  • 1. An Quantum Brain Storm Optimization for Fog Computing in 5G ByBy Qiong Wu, Tong Xu,Jun S. Huang and Ke Jiang Rooster Year, 2017
  • 2. About the Authors Qiong Wu, Associate Professor 吴琼 Tong Xu, Jiangsu 徐童  Jun Steed Huang, Principal Engineer 黄骏 Ke Jiang, JiangsuKe Jiang, Jiangsu 蒋可蒋可
  • 3. Outline  Quantum Effect  The Spooky Secret  Superluminal Phenomenon  Brain Storm Optimization  Swarm Intelligence Algorithms  Tribe and Ethnic Clusters  Fog Computing in 5G  Distributed or Centralized  Moving or Stationary  Summary
  • 5. International Conference on Social Science [ICSS2014] The Spooky Secret: Superluminal phenomenon totally violates the special theory of relativity, which says nothing’s speed exceeds light speed. Further more, as of today, no one knows what’s behind the strange phenomenon. 2 2
  • 6. Superluminal Phenomenon —Space time are naturally broken Experiment 1 (higher latitude on mountain): In 2008, Geneva researchers found that the quantum entanglement is much faster than 10,000 times of speed of light. Experiment 2 (lower latitude at sea level): In 2013, Qingdao scientists concluded that, it is 9931 times around the speed of light. ∵ E = m c (3+1)/2 = m g e/2 ∩ e = 2.71828182846 c = 299792458 m / s ∴ g/c = 9930.509917796768180071686850124
  • 7. Hendrik Anton Lorentz & George Francis FitzGerald …
  • 8. 2D is the essential world: going out the wormhole
  • 9. 2D is the essential home : coming back the same way Phoenix
  • 11. You knew what you want Brain Storm Optimization
  • 12. International Conference on Social Science [ICSS2014] Most swarm intelligence algorithms are inspired by simple self-designed synergy, Particle Swarm Optimization is inspired by synergistic effect by birds, Ant Colony algorithm is inspired by synergistic effect by ants and Fire Flies optimization algorithm is inspired by synergistic effect by fire flies, Brain Storm Optimization algorithms inspired by synergistic effect by us - the most intelligent creature! PSO
  • 13. International Conference on Social Science [ICSS2014] In the BSO algorithm, the solutions are clustered into several categories, and the new solutions are generated by the mutation of cluster or existing solutions. The BSO algorithm can be seen as a combination of swarm intelligence and data mining techniques. Every individual in the brain storm optimization algorithm is not only a solution to the problem to be optimized, but also a data point to reveal the landscapes of the problem. BSO
  • 14. What is the ethnic clustering? It means that, in a city, one area will be predominately asian, one area will be primarily black, one area will be predominately white, etc Observation: If an area's economy is growing, existing communities draw immigrants; if it isn't, then the population doesn't change. Conclusion: To evolve a solution, the cluster must be changed persistently.
  • 15. 26 Swarm Optimizations ASO: Ants colony BSO: Brain storming CSO: Chicken rooster DSO: Duck friendly ESO: Eel gender FSO: Firefly flashing GSO: Gorilla troops HSO: Honey bee ISO: Impala bachelor JSO: Jackal pairs KSO: Kangaroo mobs LSO: Little brown bat MSO: Monkey tribe
  • 16. 26 Swarm Optimizations NSO: Nile crocodile OSO: Otter play PSO: Particle swarm QSO: Quail flock RSO: Rat invasion SSO: Swan wedge TSO: Timber wolf USO: Urial herd VSO: Vulture kettle WSO: Whale travel XSO: Xerus watch YSO: Yak herd ZSO: Zebra run
  • 17. In the BSO algorithm, the solutions are clustered into several categories, and the new solutions are generated by the mutation of cluster or existing solutions. The BSO algorithm can be seen as a combination of swarm intelligence and data mining techniques. Every individual in the brain storm optimization algorithm is not only a solution to the problem to be optimized, but also a data point to reveal the landscapes of the problem. Qubit-BSO |0> |1> Fitness β α warmholes positive negative
  • 18. Fog Computing in 5G You may not get what you want
  • 19. Distributed or Centralized Cloud Computing is too slow, as the server farm is too far from you. Edge Computing is too small, as the server has limited items in there. Fog Computing is neither slow, nor small
  • 20. Moving or Stationary Mobile Cloud Computing is too slow, as the wireless pipe is not solid. Mobile Edge Computing is not fast, as there are many users. Fog Computing in 5G is fast, and rocket solid.
  • 22. SUMMARY Fog is not Given, but Made! So is the5G!!
  • 23. Quantum brains sat in both local minimum clusters at the same time BSO-0 fitness is BSO-1 probability BSO-1 fitness is BSO-0 probability The fitness is given by (∑x1.5 )1/1.5 M*S1*S2 = E*T1*T2 T2 T1
  • 24. M*S1*S2 = E*T1*T2 T2 T1 Portable pesticide detection uploading downloading fog
  • 25. Only after your smart phone APP randomly accessed one of the servers through randomly selected fog nodes based on randomly sampled food from the randomly picked up boxes, will you know, for sure, if the food contains poison pesticide or not?
  • 26.