Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a comparative study of two important Clonal Selection Algorithms (CSAs): CLONALG and opt-IA. To deeply understand the performance of both algorithms,  deal with four different classes of problems: toy problems (one-counting and trap functions), pattern recognition, numerical optimization problems and NP-complete problem (the 2D HP model for protein structure prediction problem). Two possible versions of CLONALG have been implemented and tested. The experimental results show a global better performance of opt-IA with respect to CLONALG. Considering the results obtained,  can claim that CSAs represent a new class of Evolutionary Algorithms for effectively performing searching, learning and optimization tasks.
['Vincenzo Cutello', 'Giuseppe Narzisi', 'Giuseppe Nicosia', 'Mario Pavone']
I am writing a research paper on a idea Clonal selection algorithms: a comparative case study using effective mutation potentials
[{"from": "human", "value": "I am writing a research paper on a idea Clonal selection algorithms: a comparative case study using effective mutation potentials"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a comparative study of two important Clonal Selection Algorithms (CSAs): CLONALG and opt-IA. To deeply understand the performance of both algorithms,  deal with four different classes of problems: toy problems (one-counting and trap functions), pattern recognition, numerical optimization problems and NP-complete problem (the 2D HP model for protein structure prediction problem). Two possible versions of CLONALG have been implemented and tested. The experimental results show a global better performance of opt-IA with respect to CLONALG. Considering the results obtained,  can claim that CSAs represent a new class of Evolutionary Algorithms for effectively performing searching, learning and optimization tasks."}]