Multi Objective Optimization

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  • This paper proposes a new probabilistic algorithm for solving multi-objective optimization problems - Probability-Driven Search Algorithm. The algorithm uses probabilities to control the process in search of Pareto optimal solutions. Especially, we use the absorbing Markov Chain to argue the convergence of the algorithm. Authors test this approach by implementing the algorithm on some benchmark multi-objective optimization problems, and find very good and stable results.

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  • The book addresses some of the most recent issues, with the theoretical and methodological aspects, of evolutionary multi-objective optimization problems and the various design challenges using different hybrid intelligent approaches. Multi-objective optimization has been available for about two decades, and its application in real-world problems is continuously increasing.

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  • The book presents a collection of chapters dealing with a wide selection of topics concerning different applications of modeling. It includes modeling, simulation and optimization applications in the areas of medical care systems, genetics, business, ethics and linguistics, applying very sophisticated methods. Algorithms, 3-D modeling, virtual reality, multi objective optimization, finite element methods, multi agent model simulation, system dynamics simulation, hierarchical Petri Net model and two level formalism modeling are tools and methods employed in these papers....

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  • The purpose of this study was to investigate the operation of the Hoabinh reservoir in the Red River Basin of Vietnam, and assess the room for its improvement by application of system analysis and optimal control techniques. The study aimed at establishing a foundation for further research on inter-reservoir regulation of the Basin. Finally, this study provided a testing ground for developing and comparing dierent reservoir optimization methods.

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  • We introduce an approach to optimize a machine translation (MT) system on multiple metrics simultaneously. Different metrics (e.g. BLEU, TER) focus on different aspects of translation quality; our multi-objective approach leverages these diverse aspects to improve overall quality. Our approach is based on the theory of Pareto Optimality.

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  • This book attempts to bring together selected recent advances, tools, application and new ideas in manufacturing systems. Manufacturing system comprise of equipment, products, people, information, control and support functions for the competitive development to satisfy market needs. Manufacturing System provides a comprehensive collection of papers on the latest fundamental and applied industrial research. The book will be of great interest to those involved in manufacturing engineering, systems and management and those involved in manufacturing research....

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  • This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. Concerning evolutionbased optimization methods, this book presents diverse versions of genetic algorithms, genetic programming, and performance studies and analyses, as well as several particle swarm optimizers and hybrid approaches using neural networks and artificial immunological systems for multi-objective optimization....

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  • Computer Techniques Computer Hided and Integrated Manufacturing Systems II S-Volume Sel Cornelius T Leondes .Vol.l Computer Techniques C o m p u t e r H i d e d and Integrated Manufacturing Systems A S-Volume Set .This page is intentionally left blank .Vol.l Computer Techniques C o m p u t e r R i d e d and Integrated Manufacturing Systems H S-Volume Ser Cornelius TLeondes Unifmity of Calikmia, Lm Angeles, USA I j f e World Scientific IM New Jersey 9 London • Singapore • Hong Kong .Published by World Scientific Publishing Co. Pte. Ltd.

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  • The audit of operating systems is a complex and time consuming area. In some instances, software is available to assist in this process, such as CA-Examine for MVS. The basic objective of the computer auditor is to ensure that the security and integrity of the operating system has not been compromised. The auditor should consider whether responsibility for the maintenance of the operating system has been established and that suitable procedures have been documented.

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  • Machinery maintenance can often be quite costly in a petrochemical plant operation. Prior to the the publication of the first two volumes of this series. very few studies were available describing quantitative or objective methods for arriving at the optimization of the four strategies’.

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