Swarm behaviour

Modified version of survival 1 that allows preys to move around and simulate rought swarm behavior. in matlab

The following Matlab project contains the source code and Matlab examples used for modified version of survival 1 that allows preys to move around and simulate rought swarm behavior. . Modified version of Survival 1 that allows the preys to move around and simulate a sort of rough swarm behavior in an attempt to escape from predadors and at the same time try to form a pack.

Swarmdolphin the swarm dolphin algorithm (sda) in matlab

The following Matlab project contains the source code and Matlab examples used for swarmdolphin the swarm dolphin algorithm (sda). SwarmDolphin - The Swarm Dolphin Algorithm (SDA) the SDA includes 3 main steps: (1) Search (2) Detect (3) Capture A `max-generation' is the trial number of each searching for prey under given initial conditions, which is one of the widely used criteria for the simulation termination.

Particle Swarm Optimization Matlab Code

Particle swarm optimization (PSO) is a computational method that optimizes a problem by iteratively trying to improve a candidate solution with regard to a given measure of quality. PSO optimizes a problem by having a population of candidate solutions, here dubbed particles, and moving these particles around in the search-space according to simple mathematical formulae over the particle's position and velocity.

Multi objective optimization, particle swarm algorithm zdt, kur, sch in matlab

The following Matlab project contains the source code and Matlab examples used for multi objective optimization, particle swarm algorithm zdt, kur, sch . Improved many target particle swarm algorithm, success in solving the multi-objective optimization of the classic problems, such as ZDT, KUR, SCH classic optimization problem, only to f1 and f2 function after modification can be used.

Tunning of pid controller using bacterial foraging orientec by particle swarm optimization in matlab

The following Matlab project contains the source code and Matlab examples used for tunning of pid controller using bacterial foraging orientec by particle swarm optimization. My work has been accepted in GECCO 2008 as Graduate Student workshop. I have used this technique in PID tunning and i got better result than BG and PSO

Hybrid particle swarm optimization and gravitational search algorithm (psogsa) in matlab

The following Matlab project contains the source code and Matlab examples used for hybrid particle swarm optimization and gravitational search algorithm (psogsa). A new hybrid population-based algorithm (PSOGSA) is proposed with the combination of Particle Swarm Optimization (PSO) and Gravitational Search Algorithm (GSA).

Autonomous groups particles swarm optimization (agpso) in matlab

The following Matlab project contains the source code and Matlab examples used for autonomous groups particles swarm optimization (agpso). A modified particle swarm optimization (PSO) algorithm called autonomous groups particles swarm optimization (AGPSO) is proposed to further alleviate the two problems of trapping in local minima and slow convergence rate in solving high-dimensional problems.

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