Name: Evolutionary Computation & Swarm Intelligence (en Inglés)
SKU: 57976277
Price: 79.50 USD
Availability: InStock
Author: Caraffini, Fabio ; Santucci, Valentino ; Milani, Alfredo

portada Evolutionary Computation & Swarm Intelligence (en Inglés)

Evolutionary Computation & Swarm Intelligence (en Inglés)

Formato

Libro Físico

Editorial

Mdpi AG

Autor

Caraffini, Fabio ; Santucci, Valentino ; Milani, Alfredo

Idioma

Inglés

N° páginas

286

Encuadernación

Tapa Dura

Dimensiones

24.4x17x2.4 cm

Peso

0.82 kg.

ISBN13

9783039434541

Categorías

Tecnología: cuestiones generales

Evolutionary Computation & Swarm Intelligence (en Inglés)

Caraffini, Fabio ; Santucci, Valentino ; Milani, Alfredo (Autor) · Mdpi AG · Tapa Dura

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Reseña del libro "Evolutionary Computation & Swarm Intelligence (en Inglés)"

The vast majority of real-world problems can be expressed as an optimisation task by formulating an objective function, also known as cost or fitness function. The most logical methods to optimise such a function when (1) an analytical expression is not available, (2) mathematical hypotheses do not hold, and (3) the dimensionality of the problem or stringent real-time requirements make it infeasible to find an exact solution mathematically are from the field of Evolutionary Computation (EC) and Swarm Intelligence (SI). The latter are broad and still growing subjects in Computer Science in the study of metaheuristic approaches, i.e., those approaches which do not make any assumptions about the problem function, inspired from natural phenomena such as, in the first place, the evolution process and the collaborative behaviours of groups of animals and communities, respectively. This book contains recent advances in the EC and SI fields, covering most themes currently receiving a great deal of attention such as benchmarking and tunning of optimisation algorithms, their algorithm design process, and their application to solve challenging real-world problems to face large-scale domains.