Nature-Inspired Computation in Engineering

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Yang, Xin-She (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Studies in Computational Intelligence, 637
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant propa...

Πίνακας περιεχομένων:

• Flower Pollination Algorithm and its Applications in Engineering
• An Evolutionary Discrete Firefly Algorithm with Novel Operators for Solving the Vehicle Routing Problem with TimeWindows
• The Plant Propagation Algorithm for Discrete Optimisation: The Case of the Travelling Salesman Problem
• Enhancing Cooperative Coevolution with Surrogate-Assisted Local Search
• Cuckoo Search: From Cuckoo Reproduction Strategy to Combinatorial Optimization
• Clustering Optimization for WSN based on Nature-Inspired Algorithms
• Discrete Firefly Algorithm for Recruiting Task in a Swarm of Robots
• Nature-Inspired Swarm Intelligence for Data Fitting in Reverse Engineering: Recent Advances and FutureTrends
• A Novel Fast Optimisation Algorithm Using Differential Evolution Algorithm Optimisation and Meta- Modelling Approach
• A Hybridization of Runner-Based and Seed-Based Plant Propagation Algorithm
• Gravitational Search Algorithm Applied to Cell Formation Problem
• Parameterless Bat Algorithm and its Performace Study.