Swarm Intelligence: Focus on Ant and Particle Swarm Optimization

Sampul Depan
Felix Chan, Manoj Tiwari
BoD – Books on Demand, 1 Des 2007 - 548 halaman
In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded researchers to find the possible ways of easing the solution of the problems. This has motivated the researchers to grasp ideas from the nature and implant it in the engineering sciences. This way of thinking led to emergence of many biologically inspired algorithms that have proven to be efficient in handling the computationally complex problems with competence such as Genetic Algorithm (GA), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), etc. Motivated by the capability of the biologically inspired algorithms the present book on "Swarm Intelligence: Focus on Ant and Particle Swarm Optimization" aims to present recent developments and applications concerning optimization with swarm intelligence techniques. The papers selected for this book comprise a cross-section of topics that reflect a variety of perspectives and disciplinary backgrounds. In addition to the introduction of new concepts of swarm intelligence, this book also presented some selected representative case studies covering power plant maintenance scheduling; geotechnical engineering; design and machining tolerances; layout problems; manufacturing process plan; job-shop scheduling; structural design; environmental dispatching problems; wireless communication; water distribution systems; multi-plant supply chain; fault diagnosis of airplane engines; and process scheduling. I believe these 27 chapters presented in this book adequately reflect these topics.
 

Isi

Integration Method of Ant Colony Algorithm and Rough Set Theory
15
A New Ant Colony Optimization Approach for the DegreeConstrained
37
Robust PSOBased Constrained Optimization by Perturbing the PSO Memory
57
Angel Munoz Zavala Arturo Hernandez Aguirre and Enrique Villa Diharce
77
Differential Metamodel and Particle Swarm Optimization
101
Finite Element Mesh
145
Swarm Intelligence and Image Segmentation
163
Stochastic Metaheuristics
199
Power Plant Maintenance Scheduling Using Ant Colony Optimization
289
Particle Swarm Optimization
321
Selection of Best Alternative Process Plan in Automated Manufacturing
343
Particle Swarm Optimization in Structural Design
373
Ruben E Perez and Kamran Behdinan
395
Hybrid Ant Colony Optimization for
407
A CMPSO Algorithm based
447
Ant Colonies for Performance Optimization
475

New Industrial Applications of Swarm Intelligence Techniques
235
Ali T AlAwami Mohammed A Abido and Youssef L AbdelMagid
263
Distributed Particle Swarm
505
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