Interactive Evolutionary Computation System with User Gaze Information

Interactive Evolutionary Computation in System Identification

In practical system identification it is often desirable to introduce additional objectives and constraints into the identification problem. In some cases, these objectives and constraints are often non-commensurable and the objective functions are explicitly/mathematically not available. In this paper, Interactive Evolutionary Computation (IEC) is used to effectively handle these identificatio...

Music Composition with Interactive Evolutionary Computation

The interactive evolutionary computation (IEC), i.e., an evolutionary computation whose fitness function is provided by users, has been applied to aesthetic areas, such as art, design and music. We cannot always define fitness functions explicitly in these areas. With IEC, however, the user's implicit preference can be embedded into the optimization system. This paper describes a new approach t...

Design and Measurement with Interactive Evolutionary Computation

Interactive Music Composition with Evolutionary Computation

This article presents an interactive music composition system which utilizes the black-box optimization model of evolutionary computation. The core CFE framework—Composition, Feedback, and Evolution—is presented and described. The music composition system produces short, manageable pieces of music by interacting with users. The essential features of the system include the capability of creating...

Interactive Evolutionary Computation: System Optimization Based on Human Subjective Evaluation

| We rst describe the background and technical aspects of an interactive EC (evolutionary computation). Then, we overview the research on its application in three major elds | artistic, engineering, and educational | and on human interface. We also list approximately 90 references on interactive EC for further study.