Improving resiliency using graph based evolutionary algorithms

摘要: Resiliency is an important characteristic of any system. It signifies the ability a system to survive and recover from unprecedented disruptions. Various characteristics exist that indicate level resiliency in One these attributes adaptability This can be enhanced by redundancy present within In context design, achieved having diverse set good designs for particular Evolutionary algorithms are widely used creating engineering systems, as they perform well on discontinuous and/or high dimensional problems. method control diversity solutions evolutionary algorithm use combinatorial graphs, or graph based algorithms. key factor enhance design. this work, way how generate investigated examining influence representation mutation. allows greater understanding exploratory nature each number solution generated trial. The results research then applied Travelling Salesman Problem, known NP hard problem often surrogate logistic network design When improved, placing agent initiate transfer other event disruption connectivity, making it possible improve