The increasing complexity of real-world optimization problems raises new challenges to
evolutionary computation. Responding to these challenges, distributed evolutionary …

The field of parallel metaheuristics is continuously evolving as a result of new technologies
and needs that researchers have been encountering. In the last decade, new models of …

The Internet of Things (IoT) involves numerous connected smart things with different
technologies and communication standards. While IoT opens new opportunities in various …

Speckle is a major cause of degradation in synthetic aperture radar (SAR) imagery. With the
availability of fully polarimetric, high-resolu tion SAR data, it is possible to use the three …

Genetic algorithms (GAs) are increasingly being applied to large scale problems. The
traditional MPI-based parallel GAs require detailed knowledge about machine architecture …

As association rules widely used, it needs to study many problems, one of which is the
generally larger and multi-dimensional datasets, and the rapid growth of the mount of data …

综述了近年来基于MapReduce 编程模型的大数据处理平台与算法的研究进展. 首先介绍了12
个典型的基于MapReduce 的大数据处理平台, 分析对比它们的实现原理和适用场景 …

Profound attention to MapReduce framework has been caught by many different areas. It is
presently a practical model for data-intensive applications due to its simple interface of …

Software testing represents one of the most explored fields of application of Search-Based
techniques and a range of testing problems have been successfully addressed using …

Scalability issues might prevent Genetic Algorithms from being applied to real world
problems. Exploiting parallelisation in the cloud might be an affordable approach to getting …