NP on Logarithmic Space

John Forbes Nash Jr.
 
 
In 1955, the well-known mathematician John Nash wrote to the United States National Security Agency about a problem that had major implications for security and scientific development. A short time later Gödel, one of the most important mathematical logicians, came to the same conclusion and wrote a letter to John von Neumann explaining about the same problem and its relation to computational and mathematical topics. John von Neumann had a successful career in this field at that time: unfortunately he promptly died of cancer and Gödel's letter was never answered. It took decades later for the American mathematicians Stephen Cook and Russian Leonid Levin could be able to independently introduce and formulate this problem during the "scientific race" of the Cold War. The problem was called P versus NP and it consisted of knowing whether computers were capable or not of solving problems that seemed unfeasible with the computers of that time. The wheel of time passed and these problems are still not feasible to be solved by current computers despite being more powerful. The problem has been extensively studied and it is now known to potentially cure cancer if a positive solution is found. Not only this, the disasters caused by the earthquakes in Syria and Turkey could have been predicted and avoided, artificial intelligence tools would achieve their full potential within the recent advances and would also have important industrial and social value since many current flow processes depend on computers. The author, found a non-constructive solution (that is, focused on a theoretical answer rather than a practical one) that seems to be feasible not only in speed but also in memory efficiency.

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