Probability Based Multi Objective Optimization For Material Selection
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Probability-Based Multi-objective Optimization for Material Selection
This book illuminates the fundamental principle and applications of probability-based multi-objective optimization for material selection systematically, in which a brand new concept of preferable probability and its assessment as well as other treatments are introduced by authors for the first time. Hybrids of the new approach with experimental design methodologies, such as response surface methodology, orthogonal experimental design, and uniform experimental design, are all performed; the conditions of the material performance utility with desirable value and robust assessment are included; the discretization treatment of complicated integral in the evaluation is presented. The authors wish this work will cast a brick to attract jade and would make its contributions to relevant fields as a paving stone. This book can be used as a textbook for postgraduate and advanced undergraduate students in material relevant majors, and a reference book for scientists and engineers digging in the related fields.
Robust Design and Assessment of Product and Production by Means of Probabilistic Multi-objective Optimization
This book develops robust design and assessment of product and production from viewpoint of system theory, which is quantized with the introduction of brand new concept of preferable probability and its assessment. It aims to provide a new idea and novel way to robust design and assessment of product and production and relevant problems. Robust design and assessment of product and production is attractive to both customer and producer since the stability and insensitivity of a product’s quality to uncontrollable factors reflect its value. Taguchi method has been used to conduct robust design and assessment of product and production for half a century, but its rationality is criticized by statisticians due to its casting of both mean value of a response and its dispersion into one index, which doesn’t characterize the issue of simultaneous optimization of above two independent sub-responses sufficiently for robust design, so an appropriate approach is needed. The preference or role of a response in the evaluation is indicated by using preferable probability as the unique index. Thus, the rational approach for robust design and assessment of product and production is formulated by means of probabilistic multi-objective optimization, which reveals the simultaneous optimization of both mean value of a response and its dispersion in manner of joint probability. Besides, defuzzification and fuzzification measurements are involved as preliminary approaches for robust assessment, the latter provides miraculous treatment for the 'target the best' case flexibly.
New Technologies, Development and Application VIII
This book provides a comprehensive overview of the latest technological achievements, their development and practical applications in various industries. In a world that is constantly changing, technology is the driving force behind progress. This book contains papers focusing on the implementation of new and future technologies, which were presented at the International Conference on New Technologies, Development and Application—Advanced Manufacturing Processes and Intelligent Systems, held at the Academy of Sciences and Arts of Bosnia and Herzegovina in Sarajevo from 26 to 28 June 2025. Through clear and concise analyses, the authors explore key innovations such as robotics, artificial intelligence, internet of things, blockchain, biotechnology and sustainable solutions. Furthermore, new business methods are emerging that are transforming production systems, transportation, delivery and consumption, which every company involved in the global market should monitor and implement. The book offers in-depth insight into how these technologies are transforming business, education, health care and everyday life. Whether you're a professional looking to stay up to date with the latest trends, a student exploring future career opportunities, or an enthusiast interested in technological change, this book provides useful information and practical, real-world examples. Don't let the future surprise you—find out how new technologies are shaping the world and how you can apply them today.