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<Complex Algorithm Research and Development: Harder Than Many Think ⁄ >




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An algorithm is a procedure or formula for solving a problem. For the purposes of this article, a complex algorithm is defined as an algorithm that embodies advanced mathematical or logical methods and requires at least one thousand (1000) lines of the C/C++ programming language to implement. The term C/C++ is used intentionally to reflect the reality that object-oriented methods are of limited use in complex algorithms, although the algorithms are often packaged inside an "object" for easy integration into applications.

Complex algorithms are typically implemented as either computer software or in custom VLSI chips (e.g. Application Specific Integrated Circuits or ASICs). Research and development of complex algorithms is a specialized area and differs in a number of ways from most software and hardware development. Remarkably, many computer software business and engineering professionals often underestimate or do not understand the difficulties and scope of complex algorithm projects.



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