The travelling thief problem (TTP) is a multi-component combinatorial optimization problem that has gained significant attention in the evolutionary computation and heuristic search …
Many real-world optimization problems have multiple interacting components. Each of these can be an NP-hard problem, and they can be in conflict with each other, ie, the optimal …
In real-world optimisation, it is common to face several sub-problems interacting and forming the main problem. There is an inter-dependency between the sub-problems, making it …
T Sarkar, C Rajendran - … Journal of Systems Science: Operations & …, 2024 - Taylor & Francis
Real-world problems often comprise multiple interdependent sub-problems. The interdependency between sub-problems makes the original problem complex. The …
There has been a growing interest in the evolutionary computation community to compute a diverse set of high-quality solutions for a given optimisation problem. This can provide the …
C Fan, S Han, X Li, T Zhang, Y Yuan - Soft Computing, 2021 - Springer
This study deals with the task assignment problem in a heterogeneous unmanned aerial vehicle system under the multiple constraints of limited resources, effective task execution …
A travelling thief problem (TTP) is a proxy to real-life problems such as postal collection. TTP comprises an entanglement of a travelling salesman problem (TSP) and a knapsack …
Y Xiang, J Guo, C Jiang, H Ma… - Applied Sciences (2076 …, 2024 - search.ebscohost.com
In this paper, we propose a Multi-objective Five-element Cycle Optimization algorithm based on Multi-strategy fusion (MOFECO-MS) to address the Bi-objective Traveling Thief Problem …
A plethora of combinatorial optimization problems can be linked to real-life decision scenarios. Even nowadays, more diverse and complex problems are popping up. One of …