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An artificial immune system (AIS) is a type of optimization algorithm inspired by the principles and processes of the vertebrate immune system. The algorithms typically exploit the immune system's characteristics of learning and memory to solve a problem. They are coupled to artificial intelligence and closely related to genetic algorithms.

Processes simulated in AlS include pattern recognition, hyper-mutation and cloned selection for B cells, negative selection of T cells, affinity maturation and immune network theory.

Examples for application of artificial immune systems

? Network Security
? Optimisation Problems
? Distributed Computing

AIS Scope

? Computational methods based on immunological principles;
? Immunity-based cognitive models;
? Immunity-based systems for: anomaly and fault detection, self-organization, collective intelligence, search and optimization, artificial life, computational security, image and signal processing, machine-learning, data analysis, pattern recognition
? Immunity-based multi-agent and autonomous decentralized systems.

AIS Application

1. Robotics

? Behavior arbitration mechanisms
? Emergence of collective behavior

2. Control

? Identification, synthesis and adaptive control
? Sequential control

3. Optimization

? Restrict, multimodal and combinatorial

4. Neural Network Approaches

? Similarities and differences
? Associative memory

5. Growing Boolean competitive network

6. Anomaly Detection

? Computational security
? Negative selection
? DNA-based negative selection
? Image inspection
? Image segmentation
? Time series novelty detection

7. Agent-Based Approaches

? Computational security
? Intelligent buildings
? Adaptive noise neutralization

8. Learning

? Pattern recognition
? Concept learning
? The Baldwin effect
? Generation of emergent properties

9. Inductive Problem Solving

? Finite-State Automaton
? Genetic Programming

10. Pattern Recognition

? Generic approaches
? Spectra recognition

11. Computer Models

? Cellular Automaton, Multi-Agent and Disease Processes
12. Other Applications

? Open Web-Server coordination
? Scheduling
? Data Mining
? Classifier systems
? Sensor-based diagnosis
? Evolution of gene libraries
? Self identification processes
? A Simulated Annealing model of diversity
? The reflection pattern in the immune system

Ambujex and AIS

We at Ambujex believe in providing the latest and upcoming technologies to our client and customers for their benefit so that they are aware to be updated with the latest happenings and safeguarding their systems and maintaining the integrity of the systems and entire network. Our Research and Development team is currently working on this technology and we believe that their work will come up triumphs and be acclaimed all across the globe and we will be a stand-out performer in the field of computational business industry.


  17 April 2019
  24 April 2019
  27 April 2019



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