Algal growth rate modeling and prediction optimization using incorporation of MLP and CPSO algorithm

Quantifying physical transport and local proliferation of phytoplankton downstream of an eutrophicated lake

“…Averagely speaking, the temperature limitation effect on algal growth was less than the nutrient limitation. Although the global warming was reported to be main factor to trigger and expand algal bloom (Deng et al, 2016;Jatmiko et al, 2016;Manning and Nobles, 2017;Paul, 2008), the insufficient nutrient was not capable to support massive algal growth induced by temperature rising. Through comparing nitrogen and phosphorus effect on algal growth, in real situation, the limitation effect of the latter on the growth of algae was less than the former.…”

Freshwater Microalage Image Identification and Classification Based on Machine Learning Technique

“…Wisnu Jatmiko et al, [5] have facilitated on the modeling of the algal growth, which is one of the parameter that defines the amount of C02, which can be fixated by algal. From the data observation, the growth behavior is modeled by regression method and Multi Layer Perceptron (MLP) algorithm.…”

Modification of Particle Swarm Optimization by Reforming Global Best Term to Accelerate the Searching of Odor Sources

“…On the other hand, Particle Swarm Optimization (PSO) algorithm is a swarm intelligent algorithm which was first proposed by Eberhart and Kennedy in [7,8]. Some researches using PSO algorithm also conducted by Jatmiko et al Some of them are detecting ellips which represent embryo in vitro process [9], tracking sperm was proposed by Aprinaldi in 2014 [10], and predicting the growth of algal cell by employed multilayer perceptron (MLP) which is optimized by Canonical PSO [11].…”