DISSERTATION ALGORITHM DEVELOPMENT TIPS FOR DEVELOPING Evolutionary Algorithm BASED Artificial intelligence  Dissertation Algorithm Development Ideas from Existing Recent Research Gaps in Computer Science Engineering Domain
                     SEP 10 , 2019
Evolutionary Algorithms in 
 Artificial Intelligence (AI)  
2019
Where and How to Apply?
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Outline
Artificial intelligence 
 Evolutionary  
Algorithms in AI  
Application
Issues in present days 
 Future scope
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Things We'll Cover
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Engineering & Technology(E&T) Lab at PhD Assistance is involved in  
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technology with structured and continuous research. The problems and 
 challenges faced by the existing technologies and trends are explored  
by our researchers exists in scholarly literature, in theory, or in  
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identified and fixed by our researchers by suggesting better novel  
alternatives with appropriate tools, technologies and approaches,  
thereby proving their effectiveness in real time applications.
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Short Notes
·
AI is highly advanced innovative solution for a  
wide range of sectors like banking, agriculture,  
space, automobile, healthcare, manufacturing.
AI machine  is created  to solve  real-world  
challenges like security issues, website designs
Open source  framework used for EA are  in
OpenBEAGLE C++, MOEA Framework in
 JAVA
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Evolutionary Algorithm in AI
Artifical  
Intelligence
Statistical Symbolic AI Computational 
 Methods  Intelligence
Artifical  
Fuzzy Logic Evolutionary 
Neural  
 
Network
computation
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Evolutionary Algorithm 
 Flow Chart
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s
ry hm
on
a
or
it Genetic Algorithm (GA)
ti
lu l
g
o -A
Ev n
at
io
t Particle Swarm Optimization (PSO)u
om
p
c
Firefly Algorithm
Imperialist Algorithm
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ms
ary ith Mini-Max Algorithm
ion r
lut Al
go
Ev
o n- 
tio Artificial Bee Colony (ABC)
utap
co
m
Tabu Search Algorithm (TS)
Group Search Optimizer (GSO)
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rld challenge
n
to op
the hu
G
Issues in present 
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ADVANTAGES OF AI
Simplifies Easy to Add security Makes an 
 statistics understand  impact
AI Conveys a great number of information in an effective  
manner.
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APPLICATIONS
Health care
1
Social Media
2
Robotics
3
Education
4
E- 
5
commerce
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Mostly used in real time
Future MEDICAL INDUSTRIESIn the year ahead, and particularly
in  the next five to ten years,
ianrteiflilcigiaelnce is going to have a big  
Scope impact on the healthcare industry and  the ways in which healthcare related  
companies utilize AI.
FOOD INDUSTRIES
AI can essentially work side-by-side 
with humans to  
increase  efficiency operational
winidthuisntry, potentially automating upthe
to  90% of operations
BANK - SECURITY
AI is considered to be in its infancy in  
To find global solutions to the complicated 
cyber security and it works  
 optimization Issues
successfully in data protection
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Future E- COMMERCE
AI provides a competitive edge to e-  
commerce businesses and is becoming  
Scope readily available to companies of any size  or budget.
LOGISTICS AND SUPPLY 
 CHAIN
Artificial intelligence empowers  
businesses to act on consumer data to  
drive improvements throughout many  
areas of supply chain operations.
RETAIL INDUSTRIES
To find global solutions to the complicated optimization AI-engine helps bring curated
 Issues shopping  journeys to mass audiences
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