Optimal route path sustainability in military information system with reduced interference effect

Stratified opposition-based initialization for variable-length chromosome shortest path problem evolutionary algorithms

“…In (Ayo et al, 2017), the GA SP was used in air transportation as a quick method to suggest flight paths when rerouting was needed. In (Vignesh & Premalatha, 2019), the GA SP was used in military information system optimization. In (Balta et al, 2017), the GA SP was used in small batch manufacturing to connect users with small batch production needs.…”

“…In (Vignesh & Premalatha, 2019), the GA SP was used in computer networks to create an energy-aware routing algorithm for software-defined networks, and in (Rastgoo & Sattari-Naeini, 2018), it was used to create a quality-of-service (QoS)-aware routing method. To the best of our knowledge, all of these applications use random initialization, except (Rastgoo & Sattari-Naeini, 2018), in which a problem-specific method that relies on an underlying QoS routing protocol was used to initialize the GA.…”