Nature-Inspired Algorithms and Applied Optimization

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Yang, Xin-She (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Studies in Computational Intelligence, 744
• Θέματα: Computational intelligence.; Artificial intelligence.; Algorithms.; Mathematical optimization.; Computational Intelligence.; Artificial Intelligence.; 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...

Πίνακας περιεχομένων:

• 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.