Swarm intelligence optimization algorithm is an important branch of computational intelligence. It is derived from the observation and study of some animal behaviors in biology, especially those behaviors that require group cooperation134,135. These algorithm designs are often inspired by certain species i...
intelligent computingThe bionics-based swarm intelligence optimization algorithm is a typical natural heuristic algorithm whose goal is to find the global optimal solution of the optimization problem.It simulates the group behavior of various animals and uses the information exchange and cooperation between...
Many feasible and promising swarm intelligence algorithms have been proposed to solve the optimization problems, especially the global numerical optimization problems. It is easier to be in not a global state but a local optimal state, as the particle swarm optimization algorithm cannot update the pop...
The swarm intelligence optimization algorithm is a technology that has emerged in recent years. This technology is to imitate the daily behavior of animals to find the best solution for the global search ability. For example, the particle swarm optimization algorithm is one of them. According to ...
This is a repository which contains all the code for the Spider Monkey Optimization Algorithm, associated with Chapter 6, Machine Learning for Intelligent Decision Science.https://link.springer.com/book/10.1007/978-981-15-3689-2 machine-learningalgorithmoptimizationmathematicsspidermonkeyswarmchapterspringer...
To overcome the disadvantages of premature convergence and easy trapping into local optimum solutions, this paper proposes an improved particle swarm optimization algorithm (named NDWPSO algorithm) based on multiple hybrid strategies. Firstly, the elite
1.A novel approach for simultaneous synthesis of a heat exchanger network via swarm intelligent optimization群智优化算法同步综合换热网络 2)swarm intelligent algorithm群体智能优化算法 1.In this parer, we mainly discuss the application of particle swarm optimization in the function optimization, which is ...
The tests indicated that this optimization method is a potentially powerful and an efficient global optimization algorithm [74]. Among heuristic intelligent optimization algorithms, swarm heuristic intelligence optimization algorithms have been widely used to solve global optimization problems due to simplicity...
Particle Swarm Optimization (PSO) is a population-based, stochastic optimization algorithm. It is modelled after the intelligent behavior patterns found in swarms of animals when they manage their biological needs. It was first introduced in 1995 [1], and since then many enhancements and new versio...
algorithm Cuckoo / Firefly / Bat / Pelican Algorithms Biogeography-based Optimization Evolutionary strategy Evolutionary Learning systems GPU Computing Other swarm-based algorithms Realizations Swarm models Swarm cooperation Multi-agent systems AIS system Evolv. intelligent agents Analytic models of emergent ...