CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— This paper presents a new method to generalize strategies in order to control parameters of Evolutionary Algorithms (EAs). A learning process establishes the relationship betwe...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
—In recent years a lot of progress has been made in understanding the behavior of evolutionary computation methods for single- and multi-objective problems. Our aim is to analyze...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— It is often believed that biological organisms have an inherent tolerance to environmental changes. This is a seductive concept if transferred to artificial organisms. An expe...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— This paper describes the so-called Differential Ant-Stigmergy Algorithm (DASA), which is an extension of the Ant-Colony Optimization for a continuous domain. An experimental ev...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
Abstract— For solving multimodal problems by means of evolutionary algorithms, one often resorts to multistarts or niching methods. The latter approach the question: ‘What is e...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— This paper presents a single-objective and a multiobjective stochastic optimization algorithms for global training of neural networks based on simulated annealing. The algorith...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Generating test data for Object-Oriented (OO) software is a hard task. Little work has been done on the subject, and a lot of open problems still need to be investigated. In th...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Recently there has been significant interest in evolving genetic regulatory networks with a user-determined behaviour. It is unclear whether or not artificial evolution of bi...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE
— Good algorithms exist for solving the strip packing problem when the objective is to minimise the amount of wasted material. We describe a multi-objective evolutionary algorith...
CEC
2007
IEEE
14 years 6 months ago
2007
IEEE