The quadratic knapsack problem (QKP) with constraints has been a focus of attention in combinatorial optimization, where traditional exact algorithms face difficulties in solving large-scale problems ...

Concepts such as equivalent value transformation, reverse value transformation and transform sequence were defined according to characteristics of 0-1 knapsack problem, then a special particle swarm ...