Average convergence rate estimation of clonal selection algorithm
نویسندگان
چکیده
منابع مشابه
Hybrid learning clonal selection algorithm
Artificial immune system is a class of computational intelligence methods drawing inspiration from human immune system. As one type of popular artificial immune computing model, clonal selection algorithm (CSA) has been widely used for many optimization problems. CSA mainly generates new schemes by hyper-mutation operators which simulate the immune response process. However, these hyper-mutatio...
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To optimize the search of the clonal selection algorithm for the optimal solution, the selection operator is improved and a novel clonal selection algorithm is designed. The selection operator is compared with such selection operators as Roulette Wheel Selection operator, Tournament Selection operator, and Sampling Selection operator. The selection operator is improved to increase the accuracy ...
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Clonal selection theory is one of the important theories in immunological area. Applying clonal selection to optimization problems can also be found in many papers. In this paper, the classical Clonal Selection Algorithm (CSA) is extended by introducing the receptor editing mechanism which provides a chance for autoreactive cells to survive during affinity maturation process. To demonstrate the...
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In this paper, the constant modulus (CM) criterion is used to design IIR equalizer. For counterbalancing the interference of the channel, Clonal Selection Algorithm (CSA) is employed to optimize the coefficients of transfer function of the equalizer. CSA, the essence of Immune Algorithm (IA), is effective to solve complexly numerical problems. Besides, we also use the stability triangle method ...
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Two metaheuristic algorithms namely Artificial Immune Systems (AIS) and Genetic Algorithms are classified as computational systems inspired by theoretical immunology and genetics mechanisms. In this work we examine the comparative performances of two algorithms. A special selection algorithm, Clonal Selection Algorithm (CLONALG), which is a subset of Artificial Immune Systems, and Genetic Algor...
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ژورنال
عنوان ژورنال: Advances in Mechanical Engineering
سال: 2017
ISSN: 1687-8140,1687-8140
DOI: 10.1177/1687814017721857