Fireworks Algorithm: A Novel Swarm Intelligence Optimization by Ying Tan

By Ying Tan

This e-book is dedicated to the state of the art in all points of fireworks set of rules (FWA), with specific emphasis at the effective stronger types of FWA. It describes the main vast theoretical research together with easy precept and implementation of FWA and modeling and theoretical research of FWA. It covers exhaustively the major fresh major learn into the advancements of FWA to date. furthermore, the ebook describes a number of complex themes within the examine of FWA, together with multi-objective optimization (MOO), discrete FWA (DFWA) for combinatorial optimization, and GPU-based FWA for parallel implementation. In sequels, a number of profitable functions of FWA on non-negative matrix factorization (NMF), textual content clustering, development attractiveness, and seismic inversion challenge, and swarm robotics, are illustrated in information, which would shed new gentle on extra real-world functions in destiny. Addressing a multidisciplinary subject, it is going to attract researchers and execs within the components of metahuristics, swarm intelligence, evolutionary computation, complicated optimization fixing, etc.

Show description

Read or Download Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method PDF

Best robotics books

Open-Source Robotics and Process Control Cookbook: Designing and Building Robust, Dependable Real-time Systems

During this sensible reference, well known writer Lewin Edwards exhibits how one can strengthen strong, liable real-time platforms for robotics and different keep an eye on functions, utilizing open-source instruments. It demonstrates effective and reasonably cheap embedded and software program layout options, in line with Linux because the improvement platform and working procedure and the Atmel AVR because the basic microcontroller.

Selected Topics in Micro/Nano-robotics for Biomedical Applications

Micro/Nano-robotics for Biomedical purposes incorporates a method method and accommodates sleek methodologies in independent cellular robots for programmable and controllable micro/nano-robots aiming at biomedical functions. The publication presents chapters of tutorial fabrics in micro/nanorobotics for biomedical functions.

Mobile Service Robotics:CLAWAR 2014

Curiosity in charge of hiking and jogging robots has remarkably elevated through the years. Novel suggestions of advanced mechanical structures comparable to mountaineering, jogging, flying and operating robots with other kinds of locomotion and the applied sciences that help them and their purposes are the facts of vital development within the zone of robotics.

Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method

This e-book is dedicated to the state of the art in all facets of fireworks set of rules (FWA), with specific emphasis at the effective better types of FWA. It describes the main vast theoretical research together with uncomplicated precept and implementation of FWA and modeling and theoretical research of FWA.

Extra info for Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method

Example text

Download PDF sample

Rated 4.85 of 5 – based on 7 votes