Search engine for discovering works of Art, research articles, and books related to Art and Culture
Javascript must be enabled to continue!
Three Steps to Improve Jellyfish Search Optimiser
View through CrossRef
This paper describes three different mechanisms used in Jellyfish Search (JS) optimiser. At first, an archive of good old solutions is used to prevent getting stuck in the local-optima area. Further, a distribution coefficient beta is adapted during the search process to control population diversity. Finally, an Eigen transformation of individuals in the reproduction process is used occasionally to cope with rotated functions. Three proposed variants of the JS optimiser are compared with the original JS algorithm and nine various well-known Nature-inspired optimisation methods when solving real-world problems of CEC 2011. Provided results achieved by statistical comparison show efficiency of the individual newly employed mechanisms.
Title: Three Steps to Improve Jellyfish Search Optimiser
Description:
This paper describes three different mechanisms used in Jellyfish Search (JS) optimiser.
At first, an archive of good old solutions is used to prevent getting stuck in the local-optima area.
Further, a distribution coefficient beta is adapted during the search process to control population diversity.
Finally, an Eigen transformation of individuals in the reproduction process is used occasionally to cope with rotated functions.
Three proposed variants of the JS optimiser are compared with the original JS algorithm and nine various well-known Nature-inspired optimisation methods when solving real-world problems of CEC 2011.
Provided results achieved by statistical comparison show efficiency of the individual newly employed mechanisms.
Related Results
Analysis of the Distribution Characteristics of Jellyfish and Environmental Factors in the Seawater Intake Area of the Haiyang Nuclear Power Plant in China
Analysis of the Distribution Characteristics of Jellyfish and Environmental Factors in the Seawater Intake Area of the Haiyang Nuclear Power Plant in China
In recent years, there have been frequent jellyfish outbreaks in Chinese coastal waters, significantly impacting the structure, functionality, safety, and economy of nuclear power ...
Optimiser™: The next generation of microplates (144.18)
Optimiser™: The next generation of microplates (144.18)
Abstract
The Optimiser™ microplates combine the power of microfluidics with the 96-well architecture to offer unparalleled performance. The Optimiser consists of an ...
The relationship among environmental variables, jellyfish and non‐gelatinous zooplankton: A case study in the north of the Gulf of Oman
The relationship among environmental variables, jellyfish and non‐gelatinous zooplankton: A case study in the north of the Gulf of Oman
AbstractProcesses underlying the temporal and spatial variations observed in the distribution of jellyfish and non‐gelatinous zooplankton in the Gulf of Oman are not well understoo...
Seasonal dynamics of the jellyfish Rhizostoma pulmo between the two estuaries of Oued Ghis and Oued Nekkour, Al Hoceima Bay (Moroccan Mediterranean coast)
Seasonal dynamics of the jellyfish Rhizostoma pulmo between the two estuaries of Oued Ghis and Oued Nekkour, Al Hoceima Bay (Moroccan Mediterranean coast)
In recent decades, the global environmental balance has been disrupted due to new environmental conditions and increasing anthropogenic pressure. In this context, the increase in f...
Mercury in the coastal pelagic food web: phytoplankton, zooplankton and jellyfish
Mercury in the coastal pelagic food web: phytoplankton, zooplankton and jellyfish
Four jellyfish species, ctenophoran Mnemiopsis leidyi and scyphozoan Cotylorhiza tuberculata, Chrysoara hysoscella and Rhizostoma pulmo were collected in summer of 2017 in the Gulf...
Evaluating the Science to Inform the Physical Activity Guidelines for Americans Midcourse Report
Evaluating the Science to Inform the Physical Activity Guidelines for Americans Midcourse Report
Abstract
The Physical Activity Guidelines for Americans (Guidelines) advises older adults to be as active as possible. Yet, despite the well documented benefits of physical a...
Ecological drivers of jellyfish blooms – the complex life history of a ‘well-known’ medusa (Aurelia aurita)
Ecological drivers of jellyfish blooms – the complex life history of a ‘well-known’ medusa (Aurelia aurita)
SummaryJellyfish blooms are conspicuous demographic events with significant ecological and socio-economic impact. Despite worldwide concern about an increased frequency and intensi...
Jellyfish sting and first aid knowledge among 6th-9thgrade students in Koh Mak, Koh Kood, and Koh Chang, Trat Province, Thailand
Jellyfish sting and first aid knowledge among 6th-9thgrade students in Koh Mak, Koh Kood, and Koh Chang, Trat Province, Thailand
Background: Injuries from jellyfish are an important public issue. Students are both potential victims and victim-helpers. Objectives: This study aims to investigate the knowledg...