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Purpose – The purpose of this paper is to present a new particle swarm optimization (PSO) algorithm called HelixPSO for finding ribonucleic acid (RNA) secondary structures that have a low energy and are similar to the native structure. Design/methodology/approach – Two variants of HelixPSO are...
Purpose – Grid computing is gaining more significance in the high‐performance computing world. This concept leads to the discovery of solutions for complicated problems regarding the diversity of available resources among different jobs in the grid. However, the major problem is the optimal job...
Purpose – As agent‐based systems are increasingly used to model real‐life applications such as the internet, electronic markets or disaster management scenarios, it is important to study the computational complexity of such usually combinatorial systems with respect to some desirable properties....
Purpose – The purpose of this paper is to study the moving consensus of multi‐agent dynamical systems with time delays and directed weighted networks. Design/methodology/approach – The approach used in the study, the topologies of multi‐agent dynamical systems with directed weighted networks is...
Purpose – The purpose of this paper is to extend the existing approaches of coalition formation to how to adapt dynamically the size of the coalition according to the complexity of the task to be accomplished. Design/methodology/approach – A considerable amount of attention has been paid to the...
Purpose – Particle swarm optimization (PSO) has been applied with success to many numerical and combinatorial optimization problems in recent years. However, a great deal of work remains to be done to improve the particle swarm performance. The purpose of this paper is to present a new adaptive...
Purpose – A novel sexual adaptive genetic algorithm (AGA) based on Baldwin effect for global optimization is proposed to overcome the shortcomings of traditional GAs, such as premature convergence, stochastic roaming, and poor capabilities in local exploring. This paper seeks to discuss the...
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