Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  address the problem of approximately compiling propositional abduction problems (PAPs).  show intractability of compiling a PAP into a fixed-size representation, and of compiling a PAP to within a factor † > 0 of the compilation of minimal size. Although generating an approximate compilation is intractable in general,  describe a preference-based PAP for which order-of-magnitude smaller compilations can be generated.  show that by restricting the distribution of solutions of a boolean functionf to be por-law or exponential,  can compile a representation that approximates the solution coverage within a factor † > 0 yet requires ordersof-magnitude less space than that of complete compilations.  present empirical results for the compilation languages of DNNF and prime implicants.
['Gregory M. Provan']
I am writing a research paper on a idea Approximation Techniques for Space-Efficient Compilation in Abductive Inference
[{"from": "human", "value": "I am writing a research paper on a idea Approximation Techniques for Space-Efficient Compilation in Abductive Inference"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  address the problem of approximately compiling propositional abduction problems (PAPs).  show intractability of compiling a PAP into a fixed-size representation, and of compiling a PAP to within a factor \u2020 > 0 of the compilation of minimal size. Although generating an approximate compilation is intractable in general,  describe a preference-based PAP for which order-of-magnitude smaller compilations can be generated.  show that by restricting the distribution of solutions of a boolean functionf to be por-law or exponential,  can compile a representation that approximates the solution coverage within a factor \u2020 > 0 yet requires ordersof-magnitude less space than that of complete compilations.  present empirical results for the compilation languages of DNNF and prime implicants."}]