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Numerical Infinities and Infinitesimals in Optimization (Emergence, Complexity and Computation, 43)
Numerical Infinities and Infinitesimals in Optimization (Emergence, Complexity and Computation, 43)
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Numerical Infinities and Infinitesimals in Optimization (Emergence, Complexity and Computation, 43)

Numerical Infinities and Infinitesimals in Optimization (Emergence, Complexity and Computation, 43)

Publication

Springer

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ISBN-10
3030936414
ISBN-13
978-3030936419
Publisher
Springer
Price
134.88
File Type
PDF
Page No.
381

Review

This book could have deep impact upon not only local, global, multi-objective optimization and machine learning, but also possibly on applied mathematics more broadly and numerical computation. People interested in new ideas for computer science and its foundations and possibly even the philosophy of mathematics will find this volume interesting, as would those working in theoretical or applied optimization. (Jonathan Gillard, Optimization Letters, Vol. 17 (2), 2023)

Review

Mathematicians have never been comfortable handling infinities But an entirely new type of mathematics looks set to by-pass the problem Today, Yaroslav Sergeyev, a mathematician at the University of Calabria in Italy solves this problem (MIT Technology Review) 

These ideas and future hardware prototypes may be productive in all fields of science where infinite and infinitesimal numbers (derivatives, integrals, series, fractals) are used. (A. Adamatzky, Editor-in-Chief of the International Journal of Unconventional Computing)

I am sure that the new approach will have a very deep impact both on Mathematics and Computer Science. (D. Trigiante, Computational Management Science)

Within the grossone framework, it becomes feasible to deal computationally with infinite quantities, in a way that is both new (in the sense that previously intractable problems become amenable to computation) and natural (R. Gangle, G. Caterina, F. Tohm, Soft Computing)

The computational features offered by the Infinity Computer allow us to dynamically change the accuracy of representation and floating-point operations during the flow of a computation. When suitably implemented, this possibility turns out to be particularly advantageous when solving ill-conditioned problems. In fact, compared with a standard multi-precision arithmetic, here the accuracy is improved only when needed, thus not affecting that much the overall computational effort. (P. Amodio, L. Brugnano, F. Iavernaro & F. Mazzia, Soft Computing)

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