This book presents a methodology for planning of production processes. The methodology is based on kriging models and two approaches to the optimization of process chains. Extensions of the models for an application on noisy data are presented and assessed showing the i... Lees meer.

Mathematics of Multi Objective Optimization is een boek van Springer Verlag Gmbh... Lees meer.

This book is aimed at undergraduate and graduate students in applied mathematics or computer science as a tool for solving real-world design problems. The present work covers fundamentals in multi-objective optimization and applications in mathematical and engineering... Lees meer.

An optimal construction site layout planning CSLP can enhancing the services of the construction work to improve the work productivity and thus the costs of a project. The previous studies of CSLP centralized on the equal-area and static site layout planning which is... Lees meer.

This monograph focuses on the exploration of various model-based and model-free approaches for Constrained RL within the context of average reward Markov Decision Processes MDPs . Reinforcement Learning RL serves as a versatile framework for sequential decision-ma... Lees meer.

With respect to the importance of multi-objective optimization in the context of the today s information processing and analysis as well as the limitation of current approaches to treat large and complex tasks in practical time and little adjustment costs this work pr... Lees meer.

This book brings together the latest findings on efficient solutions of multi many-objective optimization problems from the leading researchers in the field. The focus is on solving real-world optimization problems using strategies ranging from evolutionary to hybrid fr... Lees meer.

Provides emerging research exploring the theoretical and practical aspects of the application of intelligent optimization techniques within industrial energy systems. The book features coverage on a broad range of topics including swarm intelligence renewable energy... Lees meer.

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This book describes how evolutionary algorithms EA including genetic algorithms GA and particle swarm optimization PSO can be utilized for solving multi-objective optimization problems in the area of embedded and VLSI system design. Many complex engineering optimi... Lees meer.

This book focuses on machine learning ML assisted evolutionary multi- and many-objective optimization EM O . Finally this book shares insightful perspectives on the future potential for ML based enhancements in the EM OA domain. To aid readers the book includes wor... Lees meer.

The book addresses the theories and applications of the multi-objective optimization algorithm in a single volume. It further covers advanced modifications of multi-objective optimization algorithms. The book discusses multi-objective optimization for diverse engineerin... Lees meer.

This book covers the most recent advances in the field of evolutionary multiobjective optimization. In addition to theory and methodology this book describes several real-world applications from various domains which will expose the readers to the versatility of evolu... Lees meer.

Tackle the most challenging problems in science and engineering with these cutting-edge algorithms Multi-objective optimization problems MOPs are those in which more than one objective needs to be optimized simultaneously. As a ubiquitous component of research and eng... Lees meer.

Economic selection of cutting conditions is an important task in the field of machining. The main problem faced in optimization of cutting conditions is that once selected the optimum cutting conditions do not remain optimum throughout the complete machining operation.... Lees meer.