323 citations · 2k across the 63 of their papers we have counts for
5 papers · 1 filter
Solving Travelling Thief Problems using Coordination Based Methods
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson +1
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 pro…
Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns
Qinghua Lu, Liming Zhu, Xiwei Xu +3
Although artificial intelligence (AI) is solving real-world challenges and transforming industries, there are serious concerns about its ability to behave and make decisions in a r…
Surrogate Assisted Optimisation for Travelling Thief Problems
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton +1
The travelling thief problem (TTP) is a multi-component optimisation problem involving two interdependent NP-hard components: the travelling salesman problem (TSP) and the knapsack…
A Cooperative Coordination Solver for Travelling Thief Problems
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton +1
The travelling thief problem (TTP) is a representative of multi-component optimisation problems with interacting components. TTP combines the knapsack problem (KP) and the travelli…
Diversified Late Acceptance Search
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton +2
The well-known Late Acceptance Hill Climbing (LAHC) search aims to overcome the main downside of traditional Hill Climbing (HC) search, which is often quickly trapped in a local op…