A slime mould algorithm (SMA) is a new meta-heuristic algorithm, which can be widely used in practical engineering problems. In this paper, an improved (ESMA) proposed to estimate the water demand of Nanchang City. Firstly, opposition-based learning strategy and elite chaotic searching are improve SMA. By comparing ESMA with other intelligent optimization algorithms 23 benchmark test functions,...

Dataclustering is considered an important component of data mining which aims tosplit a given dataset into disjoint groups having the same similarities. Thedeveloped techniques for clustering have some challenges to cluster entities incomplex search space and most them aim maximize sum inter-clusterdistances minimize intra-cluster distances. This objectivefunction nonlinear hard optimize especi...

Abstract Spectrum has now become a scarce resource due to the continuous development of wireless communication technology. Cognitive radio technology is considered be new method solve shortage spectrum resources. The allocation model cognitive can effectively avoid waste A novel binary version slime mould algorithm proposed for scheme. In addition, adding unselected factors strategy make approa...

The joints running trajectory of a robot directly affects it’s working efficiency, stationarity and quality. To solve the problems slow convergence speed weak global search ability in current commonly used joint optimization algorithms, planning method based on slime mould whale algorithm (SMWOA) was researched, which could obtain within short time with low energy consumption. On basis analyses...

This paper emphasizes the significance of PID controller parameters using a slime mould algorithm (SMA) to reduce load frequency control (LFC) issues in thermal system an open market scenario. The SMA is used solve parameterization controller, which was formulated as optimization problem.The performance improves dynamic characteristics each area, and also deviations tie line power after sudden ...

This paper proposes a multi-objective Slime Mould Algorithm (MOSMA), variant of the recently-developed (SMA) for handling optimization problems in industries. Recently, problems, several meta-heuristic and evolutionary techniques have been suggested community. These methods tend to suffer from low-quality solutions when evaluating (MOO) than addressing objective functions identifying Pareto opt...