publication . Article . 2016

optimasi gerakan heliks untuk meningkatkan performa algoritme alga pada desain pressure vessel

Hari Santoso; Muhammad Aziz Muslim; Agus Naba;
Open Access
  • Published: 15 Sep 2016 Journal: Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), volume 5 (issn: 2301-4156, eissn: 2301-4156, Copyright policy)
  • Publisher: Universitas Gadjah Mada
Abstract
Artificial Algae Algorithm (AAA) is an optimization algorithm that takes advantage of the swarm and evolutionary models. AAA consists of three phases, which are helical movement, reproduction, and adaptation. Helical movement is a three-dimensional motion which is highly influential in the convergence rate and diversity of solutions. Optimization of helical movement aims to increase the rate of convergence by moving the algae to the best colony in the population. Best colony in population is the closest to the best light source (the target solution), so that the movement is called Best Light Movement (BLM). AAA with movement toward the best light source (AAA-BLM...
Subjects
free text keywords: Tournament selection, Simulation, Pressure vessel, Swarm behaviour, Local optimum, Control theory, Optimization algorithm, Population, education.field_of_study, education, Engineering, business.industry, business, Rate of convergence, Execution time
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