Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  aims to construct an evolutionary system, based on genetic algorithms, to solve the problem of univocally reaching a target state in a non-deterministic Finite State Machine. Our approach proposes the creation of an adaptive sequence, which is a tree of input and outputs that contains the possible behaviors of the non-deterministic Finite State Machine, through a Genetic Algorithm. Essentially,  will characterize the DNA of the individuals as an adaptive sequence and allow the population to evolve until a solution is found. To assure the validity of our approach,  compare it with other methodologies such as hillclimbing and random.  show that the Genetic Algorithm obtains a higher rate of success in creating the adaptive sequences.
['Carlos Molinero', 'Manuel Núñez', 'Robert M. Hierons']
I am writing a research paper on a idea Creating adaptive sequences with genetic algorithms to reach a certain state in a non-deterministic FSM
[{"from": "human", "value": "I am writing a research paper on a idea Creating adaptive sequences with genetic algorithms to reach a certain state in a non-deterministic FSM"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  aims to construct an evolutionary system, based on genetic algorithms, to solve the problem of univocally reaching a target state in a non-deterministic Finite State Machine. Our approach proposes the creation of an adaptive sequence, which is a tree of input and outputs that contains the possible behaviors of the non-deterministic Finite State Machine, through a Genetic Algorithm. Essentially,  will characterize the DNA of the individuals as an adaptive sequence and allow the population to evolve until a solution is found. To assure the validity of our approach,  compare it with other methodologies such as hillclimbing and random.  show that the Genetic Algorithm obtains a higher rate of success in creating the adaptive sequences."}]