Evolutionary Swarm

Alien Swarm is an overhead view tactical shooter modification for Unreal Tournament 2004. Alien Swarm is set in a distant future, the players take the role of a Commander in the Interstellar Armed Forces. They must guide their squad of marines through Swarm infested colonies, overrun bases and...

JECO is a Evolutionary Computation Library deveoloped in Java. It includes a variety of evolutionary optimization techniques such as genetic algorithm, genetic programming, evolutionary mapping methods, particle swarm optimization, ant colonies, etc.

Particle swarm optimization is a technique used in many control systems application. Here i used the PSO in PID controller tuning


Platforms: Matlab

An animated simulation of Particles in 2D searching for a global minima of a simple function using Particle Swarm Optimization algorithm


Platforms: Matlab

This upload contains a hybrid Particle Swarm Optimization algorithm for functions in the real space. An options file is also provided, which lets the user fully parameterize the process. The hybrid function used is the @fminsearch, which is available on the MATLAB core. The PSO performs very well...


Platforms: Matlab

Swarm Racer is a different type of racing game. Instead of controlling a single vehicle, take control of a whole swarm of bees and fly around the track while strategically shifting your swarm into different formations.Featuring funky chip music and plasmatronic backgrounds, Swarm Racer is nothing...


Platforms: Mac

Provides fast-paced, adrenaline-pumping action in an explosive shoot 'em up style! The game play is wild and full of surprises. There are over 100 challenging levels and a ton of weapon enhancements, including a Star Clubber attachment that you have to see to believe! This isnt a game to miss;...


Platforms: Mac

A real time strategy game with a twist. Instead of gathering resources, building or commanding teams of units, you control a swarm of ravenous insects that constantly emerges from your hive. The challenge is to guide your swarm through setting waypoints. The objective is to collect enough...


Platforms: Mac

A screen saver that starts with a single sprite flying around. The sprite replicates until a swarm is created, then diminishes until a single sprite remains. - Added preference to adjust color of Sprites. - Changed application to use System time instead of Patch Time to improve the randomness.


Platforms: Mac

screensaver showing a swarm of bees, parameters can be changed by the user


Platforms: Windows

CILib is a framework for developing Computational Intelligence software in swarm intelligence, evolutionary computing, neural networks, artificial immune systems, fuzzy logic and robotics.


Platforms: Windows, Mac, Linux

Darwin 2: Java Framework for Evolutionary Computation (genetic algorithm, GA). A true framework with out-of-the-box functionality and extensibility of all classes. Interface-based pattern with dependency-injection to configure components.


Platforms: Windows, Mac, Linux

The Evolutionary Environment (EvENet) provides a P2P Network for guiding the evolution of Software Services and Service Compositions over time. This evolution is based on knowledge sharing and optimised using GA and Agent Systems. It is part of the DBE.


Platforms: Windows, Mac, Linux

Java framework for applying meta-heuristic (multi-objective) optimization algorithms like an Evolutionary Algorithm, Particle Swarm Optimizer, Differential Evolution, or Simulated Annealing to arbitrary optimization problems.(visit: http://www.opt4j.org)


Platforms: Windows, Mac, Linux

Particle Swarm Optimization toolkit (with GUI) - Allows you to implement PSO algorithm for optimization of engineering/finance/management systems.


Platforms: Windows, Mac, Linux

This project simulates a multi-agent system (swarm) behavior both graphically and not. The purpose of this project is to research the properties suggested in 'stability analysis of swarms' V.Gazi & K.M.Passino. Using the vpython library for 3D modeling


Platforms: Windows, Mac, Linux

Robust Particle Swarm toolbox implementing Trelea, Common, and Clerc types along with an alpha version of change detection.This toolbox is designed for researchers in Computational Intelligence as well as application developers, students, and classroom labs. It is robust enough that several...


Platforms: Matlab

The Particle Swarm Optimization Research Toolbox was written to assist with thesis research combating the premature convergence problem of particle swarm optimization (PSO). The control panel offers ample flexibility to accommodate various research directions. After specifying your intentions,...


Platforms: Matlab

Particle swarm optimization is a derivative-free global optimum search algorithm based on the collective intelligence of a large group of intercommunicating entities. The individual particles are simple and primitive, knowing only their own current locations and fitness values, their personal...


Platforms: Matlab

Conventional optimization algorithms using linear and non-linear programming sometimes have difficulty in finding the global optima or in case of multi-objective optimization, the pareto front. A lot of research has now been directed towards evolutionary algorithms (genetic algorithm, particle...


Platforms: Matlab