Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Differential evolution (DE) has been extensively applied to continuous problems, its mechanics naturally lending themselves to such. While some efforts have been made to adapt it to combinatorial problems, these have largely been problem specific and have not dealt extensively with constraint handling beyond penalty approaches. , a simple and generic strategy, relying on pre-developed heuristic units, is applied to DE and the generalised assignment problem. In addition, a simple, parameter-free approach to adapting control parameters is used. The results are competitive with other ll established meta-heuristics. Hover, there is still scope for further improvement in the way that DE may be applied to constrained combinatorial optimisation.
['Marcus Randall']
I am writing a research paper on a idea Differential evolution for a constrained combinatorial optimisation problem
[{"from": "human", "value": "I am writing a research paper on a idea Differential evolution for a constrained combinatorial optimisation problem"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Differential evolution (DE) has been extensively applied to continuous problems, its mechanics naturally lending themselves to such. While some efforts have been made to adapt it to combinatorial problems, these have largely been problem specific and have not dealt extensively with constraint handling beyond penalty approaches. , a simple and generic strategy, relying on pre-developed heuristic units, is applied to DE and the generalised assignment problem. In addition, a simple, parameter-free approach to adapting control parameters is used. The results are competitive with other ll established meta-heuristics. Hover, there is still scope for further improvement in the way that DE may be applied to constrained combinatorial optimisation."}]