Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Exchange strategies for multiple Ant Colony System
Information Sciences: an International Journal
A lossless data compression and decompression algorithm and its hardware architecture
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Population structure and particle swarm performance
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Population structure and particle swarm performance
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
A simulated annealing algorithm for manufacturing cell formation problems
Expert Systems with Applications: An International Journal
Improved binary PSO for feature selection using gene expression data
Computational Biology and Chemistry
A New Particle Swarm Optimization with Quadratic Interpolation
ICCIMA '07 Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) - Volume 01
An improved binary particle swarm optimization for unit commitment problem
Expert Systems with Applications: An International Journal
GSA: A Gravitational Search Algorithm
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
A study of particle swarm optimization particle trajectories
Information Sciences: an International Journal
Adaptive particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An ant colony optimization metaheuristic for machine-part cell formation problems
Computers and Operations Research
Foundations of Algorithms using C++ Pseudocode, Third Edition
Foundations of Algorithms using C++ Pseudocode, Third Edition
BGSA: binary gravitational search algorithm
Natural Computing: an international journal
On convergence of the multi-objective particle swarm optimizers
Information Sciences: an International Journal
Artificial immune multi-objective SAR image segmentation with fused complementary features
Information Sciences: an International Journal
Artificial Intelligence in Medicine
Adaptive fuzzy particle swarm optimization for global optimization of multimodal functions
Information Sciences: an International Journal
Stability analysis of swarms with interaction time delays
Information Sciences: an International Journal
An adaptive classification system for video-based face recognition
Information Sciences: an International Journal
The differential ant-stigmergy algorithm
Information Sciences: an International Journal
Neighborhood topologies in fully informed and best-of-neighborhood particle swarms
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
No free lunch theorems for optimization
IEEE Transactions on Evolutionary Computation
Evolutionary programming made faster
IEEE Transactions on Evolutionary Computation
The fully informed particle swarm: simpler, maybe better
IEEE Transactions on Evolutionary Computation
Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
IEEE Transactions on Evolutionary Computation
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
IEEE Transactions on Evolutionary Computation
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Using river formation dynamics to design heuristic algorithms
UC'07 Proceedings of the 6th international conference on Unconventional Computation
A single pass algorithm for clustering evolving data streams based on swarm intelligence
Data Mining and Knowledge Discovery
An artificial bee colony algorithm for the maximally diverse grouping problem
Information Sciences: an International Journal
Newspaper article reconstruction using ant colony optimization and bipartite graph
Applied Soft Computing
Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC)
Applied Soft Computing
Compact Particle Swarm Optimization
Information Sciences: an International Journal
Information Sciences: an International Journal
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Meta-heuristic search algorithms are developed to solve optimization problems. Such algorithms are appropriate for global searches because of their global exploration and local exploitation abilities. Swarm intelligence (SI) algorithms comprise a branch of meta-heuristic algorithms that imitate the behavior of insects, birds, fishes, and other natural phenomena to find solutions for complex optimization problems. In this study, an improved particle swarm optimization (PSO) scheme combined with Newton's laws of motion, the centripetal accelerated particle swarm optimization (CAPSO) scheme, is introduced. CAPSO accelerates the learning and convergence of optimization problems. In addition, the binary mode of the proposed algorithm, binary centripetal accelerated particle swarm optimization (BCAPSO), is introduced for binary search spaces. These algorithms are evaluated using nonlinear benchmark functions, and the results are compared with the gravitational search algorithm (GSA) and PSO in both the real and the binary search spaces. Moreover, the performance of CAPSO in solving the functions is compared with some well-known PSO algorithms in the literature. The experimental results showed that the proposed methods enhance the performance of PSO in terms of convergence speed, solution accuracy and global optimality.