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020 _a9780367507893
040 _aMAIN
082 _a519.6
_bAND-23
100 _aAnderson, Timothy R
245 _aOptimization modelling using R / Timothy R Anderson.
260 _aBoca Raton:
_bCRC Press,
_c 2023.
300 _axxiii, 274 p.
440 _aSeries in operations research.
500 _aSummary: This book covers using R for doing optimization, a key area of operations research, which has been applied to virtually every industry. The focus is on linear and mixed integer optimization. It uses an algebraic modeling approach for creating formulations that pairs naturally with an algebraic implementation in R. With the rapid rise of interest in data analytics, a data analytics platform is key. Working technology and business professionals need an awareness of the tools and language of data analysis. R reduces the barrier to entry for people to start using data analytics tools. Philosophically, the book emphasizes creating formulations before going into implementation. Algebraic representation allows for clear understanding and generalization of large applications, and writing formulations is necessary to explain and convey the modeling decisions made.
650 _aMathematical optimization
650 _aR program
942 _cBK
999 _c22345
_d22345