Self-organizing manufacturing network: A paradigm towards smart manufacturing in mass personalization
Mass personalization is becoming a reality. It requires responsive and flexible
manufacturing operations for producing individualized products in dynamic batch sizes at …
manufacturing operations for producing individualized products in dynamic batch sizes at …
ALPS: the age-layered population structure for reducing the problem of premature convergence
GS Hornby - Proceedings of the 8th annual conference on Genetic …, 2006 - dl.acm.org
To reduce the problem of premature convergence we define a new method for measuring an
individual's age and propose the Age-Layered Population Structure (ALPS). This new …
individual's age and propose the Age-Layered Population Structure (ALPS). This new …
The role of virus infection in virus-evolutionary genetic algorithm
N Kubota, K Shimojima… - Proceedings of IEEE …, 1996 - ieeexplore.ieee.org
This paper deals with a genetic algorithm based on virus theory of evolution (VEGA). The
VEGA realizes horizontal propagation and vertical inheritance of genetic information in a …
VEGA realizes horizontal propagation and vertical inheritance of genetic information in a …
Genetic algorithms for multimodal optimization: a review
N Casas - arXiv preprint arXiv:1508.05342, 2015 - arxiv.org
In this article we provide a comprehensive review of the different evolutionary algorithm
techniques used to address multimodal optimization problems, classifying them according to …
techniques used to address multimodal optimization problems, classifying them according to …
Self-organizing manufacturing: Current status and prospect for Industry 4.0
The changes of market, the shift of manufacturing paradigm, the evolution of devices, and
the emergence of new technologies, require and drive manufacturing to be flexible …
the emergence of new technologies, require and drive manufacturing to be flexible …
Guarding against premature convergence while accelerating evolutionary search
JC Bongard, GS Hornby - Proceedings of the 12th annual conference on …, 2010 - dl.acm.org
The fundamental dichotomy in evolutionary algorithms is that between exploration and
exploitation. Recently, several algorithms [8, 9, 14, 16, 17, 20] have been introduced that …
exploitation. Recently, several algorithms [8, 9, 14, 16, 17, 20] have been introduced that …
A steady-state version of the age-layered population structure EA
GS Hornby - Genetic Programming Theory and Practice VII, 2010 - Springer
Abstract The Age-Layered Population Structure (ALPS) paradigm is a novel metaheuristic
for overcoming premature convergence by running multiple instances of a search algorithm …
for overcoming premature convergence by running multiple instances of a search algorithm …
Virus-evolutionary genetic algorithm for a self-organizing manufacturing system
A virus-evolutionary genetic algorithm (VEGA) based on virus theory of evolution is
proposed. The VEGA is composed of a host population of candidate solutions and a virus …
proposed. The VEGA is composed of a host population of candidate solutions and a virus …
Steady-state ALPS for real-valued problems
GS Hornby - Proceedings of the 11th Annual conference on Genetic …, 2009 - dl.acm.org
The objectives of this paper are to describe a steady-state version of the Age-Layered
Population Structure (ALPS) Evolutionary Algorithm (EA) and to compare it against other …
Population Structure (ALPS) Evolutionary Algorithm (EA) and to compare it against other …
Harmonious genetic clustering
To automatically determine the number of clusters and generate more quality clusters while
clustering data samples, we propose a harmonious genetic clustering algorithm, named …
clustering data samples, we propose a harmonious genetic clustering algorithm, named …