New Optimization Techniques in Engineering

By: Godfrey C. Onwubolu, B. V. Babu

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Hardcover | 1 February 2008

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736 Pages

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23.5 x 15.88 x 3.18

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Presently, general-purpose optimization techniques such as Simulated Annealing, and Genetic Algorithms, have become standard optimization techniques. Concerted research efforts have been made recently in order to invent novel optimization techniques for solving real life problems, which have the attributes of memory update and population-based search solutions. The book describes a variety of these novel optimization techniques which in most cases outperform the standard optimization techniques in many application areas. New Optimization Techniques in Engineering reports applications and results of the novel optimization techniques considering a multitude of practical problems in the different engineering disciplines - presenting both the background of the subject area and the techniques for solving the problems.

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Introduction	p. 1
New Optimization Techniques
Introduction to Genetic Algorithms for Engineering Optimization	p. 13
Memetic Algorithms	p. 53
Scatter Search and Path Relinking: Foundations and Advanced Designs	p. 87
Ant Colony Optimization	p. 101
Differential Evolution	p. 123
SOMA - Self-Organizing Migrating Algorithm	p. 167
Discrete Particle Swarm Optimization, illustrated by the Traveling Salesman Problem	p. 219
Applications of New Optimization Techniques in Engineering
Chemical/Metallurgical Engineering
Applications in Heat Transfer	p. 241
Applications in Mass Transfer	p. 287
Applications in Fluid Mechanics	p. 313
Applications in Reaction Engineering	p. 341
Civil/Environmental Engineering/Interdisciplinary
New Ideas and Applications of Scatter Search and Path Relinking	p. 367
Improvement of Search Process in Genetic Algorithms: An Application of PCB Assembly Sequencing Problem	p. 385
An ANTS Heuristic for the Long-Term Car Pooling Problem: ACO	p. 411
Genetic Algorithms in Irrigation Planning: A Case Study of Sri Ram Sagar Project, India	p. 431
Electrical/Electronics Engineering
Optimization of Helical Antenna Electromagnetic Pattern Field	p. 445
VLSI design: Gate Matrix Layout Problem	p. 455
Parametric Optimization of a Fuzzy Logic Controller for Nonlinear Dynamical Systems using Evolutionary Computation	p. 479
DNA Coded GA: Rule Base Optimization of FLC for Mobile Robot	p. 503
Manufacturing/Industrial Engineering
TRIBES application to the flow shop scheduling problem	p. 517
Optimizing CNC Drilling Machine Operations: Traveling Salesman Problem-Differential Evolution Approach	p. 537
Particle swarm optimization for the assignment of facilities to locations	p. 567
Differential Evolution for the Flow Shop Scheduling Problem	p. 585
Mechanical/Aeronautical Engineering
Evaluation of Form Errors to Large Measurement Data Sets Using Scatter Search	p. 613
Mechanical engineering problem optimization by SOMA	p. 633
Scheduling and Production & Control: MA	p. 655
Determination of Optimal Machining Conditions Using Scatter Search	p. 681
Extended Frontiers
Extended Frontiers in optimization techniques	p. 703
Table of Contents provided by Blackwell. All Rights Reserved.

New Optimization Techniques in Engineering

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