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Titlebook: Engineering Optimization; M. Avriel,R. S. Dembo Book 1979Latest edition Springer-Verlag Berlin Heidelberg 1979 optimization

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Optimal sizing of large engineering systems by separable duals,cular form of the problem appears to have a general applicability. The engineering literature contains no mention of the dual form of this problem which is derived here and which has attractive properties from the point of view of developing rapid solution algorithms for practical design purposes.
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Application of mathematical programming to metal cutting,duction rate solutions are discussed in detail. The solution approaches used are differential calculus, linear programming, and geometric programming. Finally, a multiple criteria machining problem is formulated and solved using goal programming techniques.
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Climate Change and Personal Responsibility,ncluding a direct search technique, a first-order response surface method, and a second-order response surface approach. Each of these techniques combines simulation, response surface methodology, and mathematical programming.
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https://doi.org/10.1007/978-3-319-13048-4m which they address and to the method of solution. This survey is given at a level of detail which should suffice to understand each method and appreciate its potential and deficiencies. For more detail, or for actual implementation one has to refer back to the original works, which are listed at the end of the paper.
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