Javier Gramajo López @jgramajo #avispadospoh #ustbiotechArtificial Intelligence: Biologicalprocess simulation
Agenda Simulation Biological or social behaviors Artificial Intelligence Artificial Life Swarm Intelligence Genetic Algorithms Neural Networks Artificial Brain
Simulation  Imitation of some real thing available, state of affairs, or process. The act of simulating something generally entails representing certain key characteristics or behaviors of a selected physical or abstract system. Simulation is also used for scientific modeling of natural systems or humansystems in order to gain insight into their functioning.
Biological or social behaviors Fish bank Starlings Humans  Adam Greenfield acuñó el término everyware para las tecnologías queincorporan computación ubícua, inteligencia ambiental o medios tangibles, 2004.The Dawning Age of Ubiquitous Computing.
Artificial Intelligence  It is the science and engineering of making intelligent machines, especially intelligent computer programs. It is related to the similar task of using computers to understand human intelligence, but AI does not have to confine itself to methods that are biologically observable. WHAT IS ARTIFICIAL INTELLIGENCE? John McCarthy Computer ScienceDepartment November 12, 2007
Artificial Life  Field of study and an associated art form which examine systems related to life, its processes, and its evolution through simulations using computer models, robotics, and biochemistry. ◦ Soft (software) ◦ Hard (hardware) ◦ Wet (biochemistry) The discipline was named by Christopher Langton, an American computerscientist, in 1986. Wikipedia.
Swarm Intelligence (SI)  Is the collective behavior of decentralized, self-organized systems, natural or artificial. The expression was introduced by Gerardo Beni and Jing Wang in 1989, inthe context of cellular robotic systems.
Swarm Algorithms  Ant Colony Optimization (ACO) Artificial bee colony algorithm Artificial immune systems The concept is employed in work on artificial intelligence.
Swarm video examples Ant Colony Optimization (ACO) Artificial bee colony algorithm Artificial immune systems Birds-Blender Ants-Pheromones Fish-NN
Genetic Algorithms  Simulate processes in natural system necessary for evolution, specifically those that follow the principles proposed by Charles Darwin of survival of the fittest. They represent an intelligent exploitation of a random search within a defined search space to solve a problem. First pioneered by John Holland in the 60s
Example Genetic Algorithm Example 1 Example 2 Example 3
Neural Networks The term was traditionally used to refer to a network or circuit of biological neurons. The modern usage of the term often refers to artificial neural networks, which are composed of artificial neurons or nodes. Example
The Internet an artificial brain 2019 The future Internet
Contact Javier Gramajo López @jgramajo #avispadospoh http://sqmos.com
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