Nature-Inspired Algorithms and Applied Optimization

This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies...

Ful tanımlama

Detaylı Bibliyografya
Müşterek Yazar: SpringerLink (Online service)
Diğer Yazarlar: Yang, Xin-She (Editör)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2018.
Imprint: Springer,
Edisyon:1st ed. 2018.
Seri Bilgileri:Studies in Computational Intelligence, 744
Konular:
Computational intelligence.
Artificial intelligence.
Algorithms.
Mathematical optimization.
Computational Intelligence.
Artificial Intelligence.
Optimization.
Online Erişim:Full-text access
İçindekiler:
  • Mathematical Analysis of Nature-Inspired Algorithms
  • A Review of No Free Lunch Theorems, and their Implications for Metaheuristic Optimisation
  • Global Convergence Analysis of Cuckoo Search Using Markov Theory
  • On Effeciently Solving the Vehicle Routing Problem with Time Windows Using the Bat Algorithm
  • Variants of the Flower Pollination Algorithm: A Review.

Benzer Materyaller