Dissertation Algorithms Tips For Developing Whale Optimization Algorithms - PhD Assistance

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DISSERTATION ALGORITHM TIPS FOR
NOV 4, 2019
Research paper
DEVELOPING WHALE OPTIMIZATION ALGORITHM (WOA) -
WHERE AND HOW IT APPLY IN ENGINEERING AND
MEDICAL APPLICATIONS?
Dissertation Algorithm Development Ideas from
Existing Recent Research Gaps in Computer
Science Engineering Domain Trending Algorithm
Coding In Artificial Intelligence, Engineering
Technolog
Tags PhDAssistance Computer Science Research
Machine Learning Training Error
Nature-Inspired Algorithm Computer Science
Dissertation Topics Topics in Computer Science
Whale Optimization Algorithm(WOA)
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SHORT NOTES
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You will find the best dissertation research
areas / topics for future researchers enrolled
in Engineering.
The nature-inspired meta-heuristic optimization
algorithm is the recent trend in Artificial
Intelligence.
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In order to identify the future research
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topics, we have reviewed the Engineering
literature (recent peer-reviewed studies)
on optimization process.
The Whale Optimization Algorithm (WOA) is one of
the nature-inspired meta-heuristic optimization
algorithms WOA is used in engineering and
medical applications to solve complex
optimisation problems.
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WHALE OPTIMIZATION ALGORITHM (WOA)
Nature-inspired meta-heuristic optimization
algorithm called the WOA is analysed.
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Whale Optimization Algorithm was proposed based
on the hunting behaviour ofthe humpback whales.
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Interesting facts about the humpback whale are
that it is one of the world's largestmammals with
great intelligence and emotions.
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Weight of the whale will be approximately 180
tons and it grows up to 30 meters.
Humpback whales are great predators and their
hunting method is called bubble-netfeeding
technique.
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Contd...
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WHALE OPTIMIZATION ALGORITHM (WOA)
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• WOA was proposed based on the bubble-net hunting
  behaviour of the humpback whales.
• WOA is widely used in engineering applications
  and medical application.
• WOA is efficient algorithm the key characters
  are, it is simple and easy to implement,
  gradient information is not required, local
  optima can be bypassed and used in a wide range
  of disciplinary challenges.

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Start
CHART - WOA
Initialization of Search agent
Calculate Fitness Value
Hire PhD Assistance experts to develop your
algorithm and coding implementation for your
Computer Science dissertation Services.
Update Whale Position
Apply boundary condition return back whales
that go beyond search limit
FLOW
No
Is Termination criterion met? Yes Display
Results
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Whale position is updated.
Search agent is initialized.
If the solution obtained then the result is
displayed.
WORKING PROCEDURE WOA
Then fitness is calculated.
If whale crosses the boundary, the boundary
limit is set to return back
Else, loop continuously from the fitness
calculation.
PhD Assistance experts has experience in handling
dissertation and assignment in computer science
research with assured 21 distinction
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01
WOA is one of the nature- inspired heuristic
optimization algorithms.
Based on the hunting behaviour of the humpback
whale, the WOA is proposed.
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CONCLUSION
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It is used to solve different optimization
problems in engineering and medical
applications.
WOA is used to find optimal solutions in highly
complex constraints in reasonable time period.
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PhD Assistance has vast experience in developing
dissertation research topics for students
pursuing the UK dissertation in computer science.
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FUTURE SCOPE
Using the WOA, brain tumour can be classified.
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Classification of sentiments within online social
media based on the theory of social impact using
whale optimization algorithm.
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Opinion leader detection Opinion in online social
network using WOA.
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A guided population archive whale optimization
algorithm for solving multiobjective optimization
problems.
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For the community detection algorithm, the whale
optimization algorithm is used. WOCDA A whale
optimization-based community detection algorithm.
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A whale optimization algorithm is used to solve
global optimization problems.
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Optimum position and size of the battery storage
unit to minimize losses using WOA.
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Positioning of charging stations for electric
vehicles with service ability using WOA.
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