A New Clonal Selection Immune Algorithm with Perturbation Guiding Search and Nonuniform Hypermutation
نویسندگان
چکیده
منابع مشابه
A Novel Hybrid Clonal Selection Algorithm with Combinatorial Recombination and Modified Hypermutation Operators for Global Optimization
Artificial immune system is one of the most recently introduced intelligence methods which was inspired by biological immune system. Most immune system inspired algorithms are based on the clonal selection principle, known as clonal selection algorithms (CSAs). When coping with complex optimization problems with the characteristics of multimodality, high dimension, rotation, and composition, th...
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چکیده ندارد.
15 صفحه اولStudies on Immune Clonal Selection Algorithm and Application of Bioinformatics
Immune algorithms (IAs) are microscopic view of evolutionary algorithms (EAs) and applied in combinatorial optimization problems. This paper addresses to a clonal selection algorithm (CSA) that is one of the most representative IA and was applied into the protein structure prediction (PSP) on AB off-lattice model, in which the memory B cells of the CSA was innovated by employing different strat...
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In existing metaheuristics for solving the capacitated arc routing problem, traversal local search operators are often used to explore neighbors of the current solutions. This mechanism is beneficial for finding high-quality solutions; however, it entails a large number of function evaluations, causing high computational complexity. Hence, there is a need to further enhance the efficiency of su...
متن کاملRadar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm
A wrapper feature selection method based on Immune Clonal Algorithm for SVM is presented and applied to 1-D images recognition of radar targets in this paper. In the proposed method, the cross-validation is used for feature evaluation in wrapper feature selection step for SVMs. And Immune Clonal Algorithm, which is characterized by rapid convergence to global optimal solution, is applied to fin...
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ژورنال
عنوان ژورنال: International Journal of Computational Intelligence Systems
سال: 2010
ISSN: 1875-6883
DOI: 10.2991/ijcis.2010.3.s1.1