GA-Based Automated Task Assignment on Network Processors

Enabling Network Security in HPC Systems Using Heterogeneous CMPs

“…There have been prior attempts to use task allocation on a network processor using pipelining [26][27][28]. Shoumeng et al [26] propose a genetic algorithm-based task assignment for network processors.…”

“…Shoumeng et al [26] propose a genetic algorithm-based task assignment for network processors. They assign different packet processing tasks to the network processors in a pipelined manner.…”

“…A widely used application model on a CMP-based network processor is to implement a pipeline where each packet is processed by multiple processors performing different tasks [26][27][28]. In this approach, packet processing tasks are assigned to a stage of the pipeline.…”

Cooperative Attack Strategy of Unmanned Aerial Vehicles in Adversarial Environment

“…WTA problem also belongs to combinational optimization problem that is NP-hard. Several approaches to solve WTA problem have appeared such as genetic algorithm (GA) (Huai, Jian-Xin, & Chun-mei, 2008;Shoumeng, Xingshe, & Lingmin, 2005;Zhang, Fan, & Li, 2009), ant colony algorithm (ACO), particle swarm algorithm (PSA) (Wei & Wei, 2010) and so on, which can reduce the computational complexity and improve expected accumulated value. However, most of these approaches did not consider the mutual relation of the targets and the adversarial environment in battle.…”