An interdisciplinary perspective on artificial immune systems
This review paper attempts to position the area of Artificial Immune Systems (AIS) in a
broader context of interdisciplinary research. We review AIS based on an established …
broader context of interdisciplinary research. We review AIS based on an established …
Theoretical advances in artificial immune systems
Artificial immune systems (AIS) constitute a relatively new area of bio-inspired computing.
Biological models of the natural immune system, in particular the theories of clonal selection …
Biological models of the natural immune system, in particular the theories of clonal selection …
Application areas of AIS: The past, the present and the future
After a decade of research into the area of artificial immune systems, it is worthwhile to take
a step back and reflect on the contributions that the paradigm has brought to the application …
a step back and reflect on the contributions that the paradigm has brought to the application …
Artificial immune systems—today and tomorrow
J Timmis - Natural computing, 2007 - Springer
In this position paper, we argue that the field of artificial immune systems (AIS) has reached
an impasse. For many years, immune inspired algorithms, whilst having some degree of …
an impasse. For many years, immune inspired algorithms, whilst having some degree of …
Sub-pixel mapping based on artificial immune systems for remote sensing imagery
A new sub-pixel mapping strategy inspired by the clonal selection theory in artificial immune
systems (AIS), namely, the clonal selection sub-pixel mapping (CSSM) framework, is …
systems (AIS), namely, the clonal selection sub-pixel mapping (CSSM) framework, is …
Analyzing different variants of immune inspired somatic contiguous hypermutations
Artificial immune systems can be applied to a variety of very different tasks including function
optimization. There are even artificial immune systems tailored specifically for this task. In …
optimization. There are even artificial immune systems tailored specifically for this task. In …
Artificial immune systems for optimization
HS Bernardino, HJC Barbosa - Nature-Inspired Algorithms for Optimisation, 2009 - Springer
Abstract Artificial Immune Systems (AISs) are computational methods inspired by the
biological immune system and thus classified as a nature-inspired meta-heuristic along with …
biological immune system and thus classified as a nature-inspired meta-heuristic along with …
On the convergence of immune algorithms
Immune Algorithms have been used widely and successfully in many computational
intelligence areas including optimization. Given the large number of variants of each …
intelligence areas including optimization. Given the large number of variants of each …
An ensemble algorithm with self-adaptive learning techniques for high-dimensional numerical optimization
Y Xue, S Zhong, Y Zhuang, B Xu - Applied Mathematics and Computation, 2014 - Elsevier
There are many evolutionary algorithms for numerical optimization problems. However, the
universality and robustness of existing algorithms are still unsatisfactory, and the …
universality and robustness of existing algorithms are still unsatisfactory, and the …
On the utility of the population size for inversely fitness proportional mutation rates
C Zarges - Proceedings of the tenth ACM SIGEVO workshop on …, 2009 - dl.acm.org
Artificial Immune Systems (AIS) are an emerging new field of research in Computational
Intelligence that are used in many areas of application, eg optimization, anomaly detection …
Intelligence that are used in many areas of application, eg optimization, anomaly detection …