This artistic project originated as an experiment undertaken to analyse the mental imagery the brain uses for the expression of emotions on a formal, conceptual and iconographic level.
In the interest of understanding the nature of creativity in human beings as a tool that favours innovation and the ability to rediscover ourselves, it is considered essential to dive into its waters, in order to generate new approaches, and to pave new paths, transcending what has been experienced in the world of visual arts until now. After two prior experiments, we decided to approach this knowledge applying new premises. As in previous projects, we contemplated the Artificial Intelligence screen, more specifically, pondering Evolutionary Algorithms (EAs) because these deal with a technique that is linked more directly to biological processes than traditional computing techniques, to draw out everything possible on the subject.
In this area we have adopted as constructive cornerstones towards a new form of creation:
- Connected art
- Shared authorship
- The community of artists
- Interaction with the work


In bio-inspired computing, Evolutionary Algorithms (EAs) are based on Darwin's Theory of Evolution (1859), according to which species evolve in accordance with their habitat, in such a way that groups of individuals change in response to a process of constant competition so as to perpetuate their kind over time. Algorithms are a medium by which the computer solves complex problems, and within the visual arts, we envision creativity, its nature and function as a horizon with a multitude of mysteries that are yet to be explored, which is why we chose this technique. For their adaptation to the study of the keys to creativity in human thought, and what keys those are, it was decided that the computer was to be unplugged , so an artists’ collective could emulate the process by working in a creative way.

Since 2003, and within the framework of the lines of research undertaken by the GEA group (Artificial Evolution Group), an artists’ collective participated in several experiments in order to understand artistic creation in greater depth. This line of research not only contributed to the analysis of processes, but also established a new educational and application methodology, and, in its concept, a new artistic model elaborated by "connected" artists .

In this artwork an initial population was split into six designs, which were coded in a way similar to a chromosome, created by the participants in the experiment and evolved up to ten generations. From this initial population, each designer selected and crossed a mother and a father, which mutated into a new being of a new population (generation), successively, up to ten generations.

In each generation the genetic information – the physical characteristics of each individual, its phenotype, a result of its genetic information or genotype, chains of genes with complex interactions that form the transfer units of the inheritance – will undergo a series of variations that will be individually analysed at a later stage. Each individual is made up of a combination of spatial values determined by vectors, and designed using the Adobe Illustrator software programme.

From a formal perspective, the designs observe a series of guidelines for the purpose of fully exploiting the expressive possibilities of the design with a minimum amount of resources, and an enlargement of images in each generation through the most diverse generational crosses. In addition, the participants must answer a questionnaire on their design, and the designs of the other participants.


1. Represent an emotion.
2. Use 40 lines. Each one is made up of four straight lines that break in three points. Two horizontal lines have to be kept on the same level and can vary in length from right to left. The other two, which are interposed between both horizontal lines, have total freedom with regard to size and direction.

3. Colour: black. Thickness: 1 dot.
4. The four straight lines must also be continuously joined. 

5. Avoid overlapping. 

6. Save in Illustrator and PDF format. 

7. Answer a series of questions each week. 

8. The format is DIN A-4 in vertical position, and is expandable to other scales with regard to their display.
9. A collaborative tool in the cloud, named Evo- space , has been used, and was created specifically for the experiment, allowing the six works to be uploaded each week, and for the completion of a questionnaire.
10. The following classification of emotions was chosen for this experiment:
siti per trovare amici

Therefore, this experiment also represents a journey towards the molecular mechanism of the artwork. Generation after generation, the perspicacity of the perceptive system is analysed to understand its way of selecting, organising, hierarchically ordering and distinguishing everything it observes.

An analysis is undertaken of the formal and conceptual chemistry that exists between the form and the content – including the distribution of the colour, the dots, the straight lines and the maps of the lights and the shadows, and the volumes as carriers of meanings that go beyond the merely visual – that articulates an emotion with the objective of leaving its mark or marks, and to explain the origin of our perceptive experiences on a conscious and unconscious level, in communion with our thoughts. It is hoped to understand the product of mental imagery from the formal and conceptual points of view, to see if there are any repetitive, formal and conceptual patterns, and to ascertain their essence and their relationship to previous patterns in order to reveal what appears as novel. The aim is to understand the operations and transformations that the mental imagery undergoes on a formal, conceptual and iconographic level when it comes into play and appears affected or influenced by a series of very reduced and limited conditions or premises, from the procedural and formal perspectives. It is also deemed necessary to penetrate the link between the form and the content that spark an idea, and to study the syntheses that an idea undergoes in the process of ordering and modelling the forms, in that shift from the "definite" to the abstract, and vice versa. All this is done with the aim of knowing and deciphering the keys or formulas of the "shared" code that humans observe during the creative process, in the field of plastic creation as a product/answer of perception, of consciousness, of the mind and spirit. Once all this is combined, the results are to be coded, which are obtained from the practice by means of the coded language of the EAs, to try to emulate the perceptive and creative system of human beings in the field of Artificial Intelligence.


The proposed artwork originally comes from a line of research that originated from the GEA (Artificial Intelligence) research group at the University of Extremadura. The project addresses the knowledge of creativity for its possible implementation in algorithms relative to the field of computer science.

This specific case seeks to establish a knowledge basis, and puts forward various experiments necessary for analysis. The research process began in 2012, under the auspices of a project financed by the Spanish National Research Plan named "Propiedades self - en algoritmos Bioinspirados y sistemas complejos" (Self Properties in Bio-inspired Algorithms and Complex Systems) with a team of multidisciplinary researchers from the IT field, and another team from Fine Arts.

As the first experiment, this is how the project titled "XY, Experimenting Human Creativity of Unplugged Evolutionary Algorithms" originated. This proposal hoped to carry out an analogy of the Evolutionary Algorithm process, "unplugging the machine", and prepare human beings to work with the rules of the computer. The series of experiments should give us an answer on the suitability criteria ordered by computer.

With regard to the second "XYZ"experiment, which differs from the first one, a new operation is incorporated known as 'elitism' (from the selections made by all the artists in each generation, the one which is incorporated into the next generation is the one that is chosen the most). A computing platform named "Evo- space" is included, which will be used as a collaborative tool in the Cloud to upload the design and the questionnaire on a weekly basis.

The line of research currently continues in the UEx project with EPHEMECH: Bio-inspired Algorithms in Complex Ephemeral Environments . Francisco Fernández de Vega coordinates a multidisciplinary team and maintains different complimentary lines of reasoning:
- The creation of an artistic model.
- The creation of an artistic, educational methodology.
- The creation of a methodology for the museographic context.
- The experimental analysis for the implementation into computer studies.

Piace a bacheca degli annunci 11

Rolf Lorentzen

incontri in auto

bakeca donne trapani donne cerca uomini roma massaggi per adulti milano trovare anima gemella - incontri per adulti modena single e friends, chat libere non a pagamento
Bourquin Guillaume

chat amicizia donne

bologna annunci donne siti incontri italiani bakeca incontri monza brianza annunci personali cz incontri per adulti a palermo siti di incontri catanzaro - donne gratis milano bacheca annunci pistoia, cerco trans a milano
B. Ryczko (Interforma)

donne cercano ragazzo

donne lecce incontri cercasi donne sole incontri single bergamo, annunci personali umbria incontri ragazze single - bakeca annunci piacenza bakeca annunci pistoia, donna cerca donna palermo
Cry out of happiness

incontrare donne su internet

annunci donne cerca uomo napoli chat online gratis senza registrazione annunci incontri roma donne donne per coppie - incontri no mercenari annuncio donne roma, donne single parma
Francesco Aversano

foto belle di donne

siti per annunci gratis incontri donne bergamo incontri con mature sito incontri russe bacheca uomo cerca uomo, pisa bakeca donne incontri uomo cerca uomo - annunci adulti benevento sito x conoscere ragazze

scambi di coppie

donna cerca uomo mature immagini belle di donne chatta on line donne a ravenna - incontri siracusa e provincia annunci per adulti donna cerca uomo, donna cerca uomo viterbo
Christian Kabuß

siti incontri giovani

sito di incontri non a pagamento siti per incontrare single gratis annunci donna cerca uomo vicenza la bakeca incontri napoli incontro treviso uomo cerca uomo incontri adulti lodi - siti incontri single agenzia matrimoniale venezia, donne incontri benevento
Thomas Dielman

annunci donna cerca uomo a milano

incontri a torino donna cerca uomo chat incontri verona agenzia per incontri donne mature per incontri - annunci incontri italia siti dove conoscere ragazze, bakeca bergamo it
Antonio Mercadante

incontri salerno gratis

belle donne sexy single a padova incontri a catanzaro donna orientale cerca uomo - incontri con signore siti single gratuiti
Jennifer El-Bira

annunci personali roma

donne in bakeca sito per conoscere donne gratuito chat con donne senza registrazione incontri per adulti trieste bakeca urbino incontri miglior sito di dating gratuito - uomo cerca donna toscana incontri milano e provincia, donna cerca uomo in italia
Tanya Bartolini

cerca donna napoli

case in vendita guidonia montecelio annunci bakeca donna donne di matera tutto annunci incontri cercare ragazze single siti di incontri trieste - annunci ragazzi single sito di incontri italia

Commenti donne in cerca di ragazzi 2

incontri donna genova 1 mese fa
bakeca incontri personali uomo cerca donna sassari Artista
good work.
Antonio Mercadante
chat cuori solitari 1 mese fa
ragazze di taranto siti incontri per sposati Artista
Chi è creativo stabilisce un rapporto ambiguo con la realtà che lo circonda in quanto, anche se facente parte di essa, ne modifica l'intensità creando mondi, suoni,forme che altrimenti non esisterebbero quindi... in qualche modo le disobbedisce. Un po' come un ragazzino che al contrario di quanto gli dica la mamma prende la sua bici e va alla scoperta...

Inserisci commento

E' necessario effettuare il login o iscriversi per inserire il commento annunci senza registrazione