GECCO
2006
Springer
14 years 4 months ago
2006
Springer
This paper presents an information theoretic perspective on design and analysis of evolutionary algorithms. Indicators of solution quality are developed and applied not only to in...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
This study aims to design a new co-evolution algorithm, Mixture Co-evolution which enables modeling of integration and composition of direct co-evolution and indirect coevolution....
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
Achieving a high quality and cost-effective tests is a major concern for software buyers and sellers. Using tools and integrating techniques to carry out low cost testing are chal...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
Recently, gradient techniques for solving numerical multi
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
Metaheuristics have often been shown to be effective for difficult combinatorial optimization problems. The reason for that, however, remains unclear. A framework for a theory of ...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
The paper examines various applicability issues of the negative selection algorithms (NSA). Recently, concerns were raised on the use of NSAs, especially those using real-valued r...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
The No-Free-Lunch theorems (NFLTs) are criticized for being too general to be of any relevance to the real world scenario. This paper investigates, both formally and empirically, ...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
Recently, studies with the XCS classifier system on Boolean functions have shown that in certain types of functions simple crossover operators can lead to disruption and, conseque...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
The learning classifier system XCS is an iterative rulelearning system that evolves rule structures based on gradient-based prediction and rule quality estimates. Besides classifi...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
This paper uses an entertaining student "sports" game to illustrate that GAs can be adapted to problems with uncertain properties and complexity. These problems can be s...