Detail aplikovaného výsledku

Fast Optimization Procedures (FOPS)

MAREK, M.; KADLEC, P.; CUPAL, M.; ČAPEK, M.

Originální název

Fast Optimization Procedures (FOPS)

Anglický název

Fast Optimization Procedures (FOPS)

Druh

Software

Abstrakt

FOPS is a standalone toolbox for optimization in Matlab. It covers local optimization methods (Newton method, Nelder=Mead algorithm) as well as global methods (Genetic Algorithms, Swarm intelligence etc.). It is able to solve both single-objective (SOO) and multi-objective optimization (MOO) tasks. For now, these algorithms are available: for SOO - Genetic Algorithms [1], Particle Swarm Optimization [2], Differential Evolution [3] and Self-Organizing Migrating Algorithm [4]; and for MOO – NSGA-II [5], MOPSO [6], GDE3 [7] and MOSOMA [8].

Abstrakt anglicky

FOPS is a standalone toolbox for optimization in Matlab. It covers local optimization methods (Newton method, Nelder=Mead algorithm) as well as global methods (Genetic Algorithms, Swarm intelligence etc.). It is able to solve both single-objective (SOO) and multi-objective optimization (MOO) tasks. For now, these algorithms are available: for SOO - Genetic Algorithms [1], Particle Swarm Optimization [2], Differential Evolution [3] and Self-Organizing Migrating Algorithm [4]; and for MOO – NSGA-II [5], MOPSO [6], GDE3 [7] and MOSOMA [8].

Klíčová slova

FOPS, Optimization, evolutionary algorithms,

Klíčová slova anglicky

FOPS, Optimization, evolutionary algorithms,

Umístění

Technická 3058/10 Brno 616 00

Licenční poplatek

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