@article{MAKHILLIJSC201813321447,
    title = {Effective Utilization of Opposition Based Genetic Algorithm for
Multi Objective Optimization of CNC Turning Process},
    journal = {International Journal of Soft Computing},
    volume = {13},
    number = {3},
    pages = {81-91},
    year = {2018},
    issn = {1816-9503},
    doi = {ijscomp.2018.81.91},
    url = {https://makhillpublications.co/view-article.php?issn=1816-9503&doi=ijscomp.2018.81.91},
    author = {K.K. and},
    keywords = {Inconel 718,Hastelloy 276,Monel 400,turning inserts,Genetic algorithm,Genetic algorithm,opposition based  Genetic algorithm},
    abstract = {The machining is about outward appearance, the fundamental of contemporary manufacturing
industry and is concerned either directly or indirectly in the manufacture of almost every product of recent
development. A term that covers a hefty anthology of manufacturing processes designed to remove unwanted
material, habitually in the appearance of chips from a work piece to provide desired geometry, size and finish
specified to fulfil design requirements. This paves the research intention towards incorporating soft computing
techniques to acquire better result in short intervals. This study includes the significance of predicting optimal
tuning input parameters such as cutting speed, feed rate, depth of cut and nose radius for minimized surface
roughness, maximized material removal rate and minimized tool wear. This objective is achieved by developing
a mathematical model which incorporates optimization techniques. Genetic Algorithm (GA) is the ultimate tool
to utilize in this research for its bettermen, Genetic algorithm has further developed as Adaptive Genetic
Algorithm (AGA) and Opposition based Genetic Algorithm (OGA) amid opposition based Genetic algorithm
reveal better performance both in the mathematical model designing and tuning input parameter optimization.
In this research three different super alloys have been subjected to turning on CNC lathes with a combination
of uncoated and coated carbide turning inserts.}
    }