Genetic Programming Scheme for Optimizing Register Allocation

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@Article{journals/ecs/SamiHT07,

• author = "Mostafa Sami and Mohamed Haggag and Heba Thabit",
• title = "Genetic Programming Scheme for Optimizing Register Allocation",
• journal = "Egyptian Computer Science Journal",
• year = "2007",
• volume = "29",
• number = "2",
• month = may,
• keywords = "genetic algorithms, genetic programming, SBSE, Register allocation, Spilling, Compiler optimization",
• ISSN = "1110-2586",
• URL = "http://ecsjournal.org/JournalArticle.aspx?articleID=159",
• abstract = "Code execution is primarily dependent on the strategy used in register allocation. In this paper, a new register allocation scheme based on Genetic programming is proposed. Evaluating the performance is achieved by monitoring the code execution time and spilling cost. A seed priority function along with a list of random expressions, constructed from basic blocks' properties, provide the initial population. Successive generations undergo some GP operators so that the fitness of individuals, representing generated priority functions, is enhanced from generation to another. Results proved that the proposed scheme optimizes the allocation process by accelerating the overall execution time and minimizing the spilling cost.",
• notes = "See also http://www.fci-cu.edu.eg/?pg=Journal/vol8_no1.php Egyptian Informatics Journal, ISSN 1110-8665, Vol. 8, No.1, June 2007, p119-p134",
• bibdate = "2009-06-27",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/journals/ecs/ecs29.html#SamiHT07",

}

Genetic Programming entries for Mostafa Sami Mohamed Haggag Heba Thabit

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