Interactive Evolutionary Computation with Simulated Evaluation Function Based on Knowledge Acquired from Interaction Records

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.

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...

A Human-Simulated Immune Evolutionary Computation Approach

Premature convergence to local optimal solutions is one of the main difficulties when using evolutionary algorithms in real-world optimization problems. To prevent premature convergence and degeneration phenomenon, this paper proposes a new optimization computation approach, humansimulated immune evolutionary algorithm (HSIEA). Considering that the premature convergence problem is due to the la...