Dissertation Algorithm Development Tips for Developing Artificial Immune System - PhD Assistance

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DISSERTATION ALGORITHM DEVELOPMENT TIPS FOR DEVELOPING ARTIFICIAL IMMUNE SYSTEM (AIS) Where and How it Apply in the Engineering and Medical Applications Dissertation Algorithm Development Ideas from Existing Recent Research Gaps in Computer Science Engineering Domain Tags: PhD Assistance | Computer Science Research | Machine Learning | Training Error | Computer Science Dissertation Topics | Topics In Computer Science | Computational Intelligence & Neuroscience Journal support | Dissertation support | Analysis | Data collection | Coding & Algorithms | Editing & Peer- Reviewing

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SHORT NOTES 01 In order to identify the future research topics, we have reviewed the Engineering literature (recent peer-reviewed studies) on the AI in medical applications.

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The Artificial Immune System (AIS) is one of the evolutionary computing techniques.

You will find the best dissertation research areas / topics for future researchers enrolled in Engineering.

Evolutionary computing techniques is the recent trend in Artificial Intelligence.

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The Artificial Immune System (AIS) is used in engineering and medical applications to solve complex optimisation problems.

IMMUNE SYSTEM Biological immune system is a system of defence that has evolved over millions of years.

It has a complicated structure and produces antibodies to exclude antigens.

Based on the human body's immune system, Immune algorithm is implements.

Immune system is to defend against the virus, bacteria and other organisms producing disease.

Artificial immune system (AIS) is inspiration of Human immune system (HIS).

Self distinguish pattern is created by the immune system to identify the antigens.

HUMAN IMMUNE SYSTEM

Human immune system will protect human body from Immune system is dangerous foreign to identify & attack bodies & diseases. various threats like parasites, bacteria viruses.

Human body's immune system, Lymphatic system plays an integral part.

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Lymph system is made up of bone marrow, spleen, thymus and lymph nodes

VERTEBRATE IMMUNE SYSTEM

Initial Antibodies Identify Antigen Calculate affinity

Redefine best antibody No

Generate new antibody

ARTIFICIAL IMMUNE SYSTEM – FLOW CHART

Termination Condition?

CONCLUSIONS

AIS is one of the nature-inspired heuristic optimization algorithms.

Based on the HIS, the Artificial immune system algorithm is developed.

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Immune system incorporates the way for construction and development of engineering applications.

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