Evolutionary and bioinspired algorithms for optimization

In the last fifty years, the field of optimization has been revolutionized by the arrival of new algorithms, called meta-heristics, inspired by nature, evolution, and animal behaviors, including the collective intelligence of gregarious animals. Examples of such algorithms would be Genetic Algorithms, inspired by the animal evolution, Ant Colony-based Optimization (ACO) algorithms, or Particle Cloud Optimization (PSO) algorithms, based on the movement of birds. The success of these bio-inspired optimization techniques has produce, nowadays, an increasing interest in discovering other strategies inspired by nature whose computational implementation can bring benefits in the field of optimization. For that reason recently there have been proposed a wave of new approaches that we could call second-generation bio-inspired algorithms. These include algorithms on artificial bee colonies (ABC), bacterial foraging optimization algorithms, …

The objective of the line “#CI – Evolutionary and bio-inspired algorithms for optimization” is the study and development of bio-inspired algorithms to: (1) improve their behavior against optimization problems in continuous domains and (2) apply and adapt them to solve concrete combinatorial optimization problems, such as those related to interventions in complex networks, optimal organization of hospitals, etc.

Contact: Daniel Molina Cabrera

Related Researchers:

Letra:

  Name Email Area Cat.
Benítez Sánchez, José Manuel J.M.Benitez@decssAuwb5jai.ugr.es Data Science and Big Data Area, Computational Intelligence Area PhD
Bermejo Nievas, Enrique enrique.bermejo@decsai.6XT00cjU0A3iugr.es Computational Intelligence Area, DaSCI Technology Applications Area PhD
Cano de Amo, José Ramón jrcano@8yvPk1ujaen.es Data Science and Big Data Area PhD
Cano de Amo, José Ramón jrcano@ujaen_q0uWA21HB14.es Data Science and Big Data Area PhD
Casillas Barranquero, Jorge casillas@decsai.ugr.hOMJc@c5mOes Data Science and Big Data Area PhD
Casillas Barranquero, Jorge casillas@decsai.ue_6jCd6PaBgr.es Data Science and Big Data Area PhD
Castillo Valdivieso, Pedro A. pacv@uhUZxNZHgr.es DaSCI Technology Applications Area PhD
Chica Serrano, Manuel manuelchica@go.uNRr3Iijpugr.es DaSCI Technology Applications Area PhD - Ramón y Cajal
Chica Serrano, Manuel manuelchica@go.Z9q4SG2ajugr.es DaSCI Technology Applications Area PhD - Ramón y Cajal
Cordón García, Óscar ocordon@deyf_.AL_csai.ugr.es DaSCI Technology Applications Area PhD
Damas Arroyo, Sergio sdamas@ugIQ7zYBdFxakr.es DaSCI Technology Applications Area PhD
Damas Arroyo, Sergio sdamas@ugr.RCz4MNiyheGes DaSCI Technology Applications Area PhD
Gacto Colorado, María José mgacto@ujaenuxRuRgLtD.l.es Data Science and Big Data Area PhD
Gacto Colorado, María José mgacto@ujaeoudsaJ.6n.es Data Science and Big Data Area PhD
García Arenas, María Isabel mgarenas@ug@yP8zp3APxr.es DaSCI Technology Applications Area PhD
García Martínez, Carlos cgarcia@uckBqk4PEo.es Data Science and Big Data Area PhD
García Martínez, Carlos cgarcia@uanZ3DX79S2gfco.es Data Science and Big Data Area PhD
Giráldez Crú, Jesús jgiraldez@u5QqXWkWsjgr.es DaSCI Technology Applications Area PhD - Juan de la Cierva
Giráldez Crú, Jesús jgiraldez@ugr8E87@IAiS.es DaSCI Technology Applications Area PhD - Juan de la Cierva
González García, Pedro pglez@ujaQomcP2ERzVen.es Data Science and Big Data Area PhD
González García, Pedro pglezPU15E.3f9OI@ujaen.es Data Science and Big Data Area PhD
Herrera Triguero, Francisco herrera@decsai.ugr.xAuxpo0yl@es DaSCI Technology Applications Area, Data Science and Big Data Area, Computational Intelligence Area PhD
Mesejo Santiago, Pablo pablomesejoFEVbjl99@gmail.com DaSCI Technology Applications Area PhD - Marie Curie
Mesejo Santiago, Pablo pablomesejo@dr3mtCrNgmail.com DaSCI Technology Applications Area PhD - Marie Curie
Molina Cabrera, Daniel dmolina@deFY@jmODyGOm5csai.ugr.es Data Science and Big Data Area PhD
Ortíz García, Andrés aortiz@4IVP@5edic.uma.es DaSCI Technology Applications Area PhD
Rodríguez Díaz, Francisco Javier fjrodriguez@decmk2DnxCEsai.ugr.es PhD
Romero Zaliz, Rocío rocio@ugrzf5LLB.6Gv.es DaSCI Technology Applications Area PhD
Sánchez López, Ana María amlopez@2cZb4Ukcvgfugr.es Data Science and Big Data Area PhD
Sánchez López, Ana María amlopez@ugr9MbeNzVX3K.es Data Science and Big Data Area PhD
Ventura Soto, Sebastián sventura@ucR0lrhVyazo.es Data Science and Big Data Area PhD
Villar Castro, Pedro pvillarc@IkBNghPpsGugr.es Data Science and Big Data Area PhD
Villar Castro, Pedro pvillarc08wOAk7@ugr.es Data Science and Big Data Area PhD
Scroll Up