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Business Process Optimisation Using An Evolutionary Multi Objective Framework
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Book Synopsis Business Process Optimisation Using an Evolutionary Multi-objective Framework by : K. Vergidis
Download or read book Business Process Optimisation Using an Evolutionary Multi-objective Framework written by K. Vergidis and published by . This book was released on 2008 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In response to the increasingly volatile and competitive environment, organisations are examining how their core business processes may be redesigned in order to improve business performance and market responsiveness. However, there is a lack of holistic approaches towards business process redesign through optimisation. The aim of this research is to develop an evolutionary multi-objective optimisation framework for business processes capable of: (i) representing business process designs in a quantitative way, (ii) algorithmically composing designs based on specific process requirements and (iii) identifying the optimal processes utilising evolutionary algorithms. A literature survey of business process definitions, modelling, analysis and optimisation techniques provides an overview of the current state of research and highlights the gap in business process optimisation. An industry survey within the service sector grounds the research within the industrial context and compares the real-life issues related to business processes with the literature findings. This research proposes a representation technique for business process designs using both a visual and a quantitative perspective. It also proposes the Process Composition Algorithm (PCA)? an algorithm for composing new business process designs. The proposed business process optimisation framework (bpoF) lies at the heart of this research and employs the representation technique, PCA and a series of state-of-the-art evolutionary optimisation algorithms. The framework is capable of generating a series of alternative optimised business process designs based on given requirements. A strategy for creating experimental business process scenarios is also proposed by this research. The proposed strategy provides the opportunity of assessing both the capability of the framework in optimising challenging business process scenarios and the performance of the evolutionary algorithms. Finally, a set of real-life business process scenarios is prepared using the proposed representation in order to validate the optimisation framework. Also, a workshop with a series of business process experts assesses the capability of the framework in dealing with these real-life scenarios. In this way, this research proposes a fully tested and validated methodology for capturing, representing and optimising business process designs.
Book Synopsis Business Process Optimisation Using an Evolutionary Multi-objective Framework by :
Download or read book Business Process Optimisation Using an Evolutionary Multi-objective Framework written by and published by . This book was released on 2001 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In response to the increasingly volatile and competitive environment, organisations are examining how their core business processes may be redesigned in order to improve business performance and market responsiveness. However, there is a lack of holistic approaches towards business process redesign through optimisation. The aim of this research is to develop an evolutionary multi-objective optimisation framework for business processes capable of: (i) representing business process designs in a quantitative way, (ii) algorithmically composing designs based on specific process requirements and (iii) identifying the optimal processes utilising evolutionary algorithms. A literature survey of business process definitions, modelling, analysis and optimisation techniques provides an overview of the current state of research and highlights the gap in business process optimisation. An industry survey within the service sector grounds the research within the industrial context and compares the real-life issues related to business processes with the literature findings. This research proposes a representation technique for business process designs using both a visual and a quantitative perspective. It also proposes the Process Composition Algorithm (PCA) - an algorithm for composing new business process designs. The proposed business process optimisation framework (bpoF) lies at the heart of this research and employs the representation technique, PCA and a series of state-of-the-art evolutionary optimisation algorithms. The framework is capable of generating a series of alternative optimised business process designs based on given requirements. A strategy for creating experimental business process scenarios is also proposed by this research. The proposed strategy provides the opportunity of assessing both the capability of the framework in optimising challenging business process scenarios and the performance of the evolutionary algorithms. Finally, a set of real-life business p.
Book Synopsis Multi-Objective Optimization by : Jyotsna K. Mandal
Download or read book Multi-Objective Optimization written by Jyotsna K. Mandal and published by Springer. This book was released on 2018-08-18 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 frameworks, and involving various computation platforms. The topics covered include solution frameworks using evolutionary to hybrid models in application areas like Analytics, Cancer Research, Traffic Management, Networks and Communications, E-Governance, Quantum Technology, Image Processing, etc. As such, the book offers a valuable resource for all postgraduate students and researchers interested in exploring solution frameworks for multi/many-objective optimization problems.
Book Synopsis Multiobjective Optimization by : Jürgen Branke
Download or read book Multiobjective Optimization written by Jürgen Branke and published by Springer. This book was released on 2008-10-18 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiobjective optimization deals with solving problems having not only one, but multiple, often conflicting, criteria. Such problems can arise in practically every field of science, engineering and business, and the need for efficient and reliable solution methods is increasing. The task is challenging due to the fact that, instead of a single optimal solution, multiobjective optimization results in a number of solutions with different trade-offs among criteria, also known as Pareto optimal or efficient solutions. Hence, a decision maker is needed to provide additional preference information and to identify the most satisfactory solution. Depending on the paradigm used, such information may be introduced before, during, or after the optimization process. Clearly, research and application in multiobjective optimization involve expertise in optimization as well as in decision support. This state-of-the-art survey originates from the International Seminar on Practical Approaches to Multiobjective Optimization, held in Dagstuhl Castle, Germany, in December 2006, which brought together leading experts from various contemporary multiobjective optimization fields, including evolutionary multiobjective optimization (EMO), multiple criteria decision making (MCDM) and multiple criteria decision aiding (MCDA). This book gives a unique and detailed account of the current status of research and applications in the field of multiobjective optimization. It contains 16 chapters grouped in the following 5 thematic sections: Basics on Multiobjective Optimization; Recent Interactive and Preference-Based Approaches; Visualization of Solutions; Modelling, Implementation and Applications; and Quality Assessment, Learning, and Future Challenges.
Book Synopsis Simulated Evolution and Learning by : Kalyanmoy Deb
Download or read book Simulated Evolution and Learning written by Kalyanmoy Deb and published by Springer Science & Business Media. This book was released on 2010-11-16 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: 6%acceptancerateandshortpapersaddanother13.
Book Synopsis Soft Computing in Industrial Applications by : X.Z. Gao
Download or read book Soft Computing in Industrial Applications written by X.Z. Gao and published by Springer Science & Business Media. This book was released on 2010-09-07 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.
Book Synopsis Business Information Systems Workshops by : Witold Abramowicz
Download or read book Business Information Systems Workshops written by Witold Abramowicz and published by Springer. This book was released on 2017-10-17 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains revised papers from the three workshops and two accompanying events that took place at the 20th International Conference on Business Information Systems, BIS 2017, held in Poznan, Poland, in June 2017. The workshops included in this volume are: * The 9th Workshop on Applications of Knowledge-Based Technologies in Business – AKTB 2017 accepted 9 papers from 16 submissions and featured 1 invited paper. * The 8th Workshop on Business and IT Alignment - BITA 2017 selected 5 papers from 10 submissions. * The 1st Workshop on Sustainable Energy Systems, Smart Infrastructures, and Smart Environments – SESSISE 2017 selected 2 papers for inclusion in this book. In addition, BIS hosted a Doctoral Consortium from which 5 papers are included. Furthermore, two contributions from the Second National Congress on Information Systems, which took place during BIS, are included. The volume ends with an invited paper presented during a special session of the main BIS conference.
Book Synopsis Business Process Management Workshops by : Jochen De Weerdt
Download or read book Business Process Management Workshops written by Jochen De Weerdt and published by Springer Nature. This book was released on 2024-02-11 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised papers from the International Workshops held at the 21st International Conference on Business Process Management, BPM 2023, in Utrecht, The Netherlands, during September 2023. Papers from the following workshops are included:• 7th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2023)• 7th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2023)• 19th International Workshop on Business Process Intelligence (BPI 2023)• 16th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2023)• 2nd International Workshop on Data-Driven Business Process Optimization (BPO 2023)• 11th International Workshop on Declarative, Decision and Hybrid Approaches to Processes (DEC2H 2023)• 1st International Workshop on Digital Twins for Business Processes (DT4BP 2023)• 1st International Workshop on Formal Methods for Business Process Management (FM-BPM 2023) • 2nd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2023)• 1st International Workshop on Object-Centric Processes from A to Z (OBJECTS 2023)• 3rd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2023) Each of the workshops focused on particular aspects of business process management. Overall, after a thorough review process, 42 full papers were selected from a total of 86 submissions.
Book Synopsis Model and Data Engineering by : Ladjel Bellatreche
Download or read book Model and Data Engineering written by Ladjel Bellatreche and published by Springer. This book was released on 2016-09-06 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Model and Data Engineering, MEDI 2016, held in Almería, Spain, in September 2016. The 17 full papers and 10 short papers presented together with 2 invited talks were carefully reviewed and selected from 62 submissions. The papers range on a wide spectrum covering fundamental contributions, applications and tool developments and improvements in model and data engineering activities.
Book Synopsis Business Process Management by : Artem Polyvyanyy
Download or read book Business Process Management written by Artem Polyvyanyy and published by Springer Nature. This book was released on 2021-08-27 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 19th International Conference on Business Process Management, BPM 2021, held in Rome, Italy, in September 2021. The 23 full papers, one keynote paper, and 4 tutorial papers presented in this volume were carefully reviewed and selected from 92 submissions. The papers are organized in topical sections named: foundations, engineering, and management.
Book Synopsis Evolutionary Scheduling by : Keshav Dahal
Download or read book Evolutionary Scheduling written by Keshav Dahal and published by Springer. This book was released on 2007-04-25 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary scheduling is a vital research domain at the interface of artificial intelligence and operational research. This edited book gives an overview of many of the current developments in the large and growing field of evolutionary scheduling. It demonstrates the applicability of evolutionary computational techniques to solve scheduling problems, not only to small-scale test problems, but also fully-fledged real-world problems.
Book Synopsis Evolutionary Multiobjective Optimization by : Ajith Abraham
Download or read book Evolutionary Multiobjective Optimization written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2005-04-22 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary Multi-Objective Optimization is an expanding field of research. This book brings a collection of papers with some of the most recent advances in this field. The topic and content is currently very fashionable and has immense potential for practical applications and includes contributions from leading researchers in the field. Assembled in a compelling and well-organised fashion, Evolutionary Computation Based Multi-Criteria Optimization will prove beneficial for both academic and industrial scientists and engineers engaged in research and development and application of evolutionary algorithm based MCO. Packed with must-find information, this book is the first to comprehensively and clearly address the issue of evolutionary computation based MCO, and is an essential read for any researcher or practitioner of the technique.
Book Synopsis Multi-objective Evolutionary Optimisation for Product Design and Manufacturing by : Lihui Wang
Download or read book Multi-objective Evolutionary Optimisation for Product Design and Manufacturing written by Lihui Wang and published by Springer Science & Business Media. This book was released on 2011-09-06 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing complexity and dynamism in today’s product design and manufacturing, more optimal, robust and practical approaches and systems are needed to support product design and manufacturing activities. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing presents a focused collection of quality chapters on state-of-the-art research efforts in multi-objective evolutionary optimisation, as well as their practical applications to integrated product design and manufacturing. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing consists of two major sections. The first presents a broad-based review of the key areas of research in multi-objective evolutionary optimisation. The second gives in-depth treatments of selected methodologies and systems in intelligent design and integrated manufacturing. Recent developments and innovations in multi-objective evolutionary optimisation make Multi-objective Evolutionary Optimisation for Product Design and Manufacturing a useful text for a broad readership, from academic researchers to practicing engineers.
Book Synopsis Mobile, Secure, and Programmable Networking by : Éric Renault
Download or read book Mobile, Secure, and Programmable Networking written by Éric Renault and published by Springer. This book was released on 2019-01-12 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Mobile, Secure, and Programmable Networking, held in Paris, France, in June 2018. The 27 papers presented in this volume were carefully reviewed and selected from 52 submissions. They discuss new trends in networking infrastructures, security, services and applications while focusing on virtualization and cloud computing for networks, network programming, software defined networks (SDN) and their security.
Book Synopsis Lie Group Machine Learning by : Fanzhang Li
Download or read book Lie Group Machine Learning written by Fanzhang Li and published by Walter de Gruyter GmbH & Co KG. This book was released on 2018-11-05 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory. Lie group machine learning is a theoretical basis for brain intelligence, Neuromorphic learning (NL), advanced machine learning, and advanced artifi cial intelligence. The book further discusses algorithms and applications in tensor learning, spectrum estimation learning, Finsler geometry learning, Homology boundary learning, and prototype theory. With abundant case studies, this book can be used as a reference book for senior college students and graduate students as well as college teachers and scientific and technical personnel involved in computer science, artifi cial intelligence, machine learning, automation, mathematics, management science, cognitive science, financial management, and data analysis. In addition, this text can be used as the basis for teaching the principles of machine learning. Li Fanzhang is professor at the Soochow University, China. He is director of network security engineering laboratory in Jiangsu Province and is also the director of the Soochow Institute of industrial large data. He published more than 200 papers, 7 academic monographs, and 4 textbooks. Zhang Li is professor at the School of Computer Science and Technology of the Soochow University. She published more than 100 papers in journals and conferences, and holds 23 patents. Zhang Zhao is currently an associate professor at the School of Computer Science and Technology of the Soochow University. He has authored and co-authored more than 60 technical papers.
Book Synopsis MULTI-OBJECTIVE OPTIMIZATION USING EVOLUTIONARY ALGORITHMS by : Kalyanmoy Deb
Download or read book MULTI-OBJECTIVE OPTIMIZATION USING EVOLUTIONARY ALGORITHMS written by Kalyanmoy Deb and published by . This book was released on 2010-09-01 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Special Features: · Includes many applications to real-world problems such as engineering design and scheduling.· Provides discussions of advanced topics and future research.· Contains exercises and solutions to enhance the material.· Written in way that is accessible to those with limited knowledge of classical multi-objective optimization and evolutionary algorithms.
Book Synopsis Best Practices in Manufacturing Processes by : Jorge Luis García Alcaraz
Download or read book Best Practices in Manufacturing Processes written by Jorge Luis García Alcaraz and published by Springer. This book was released on 2018-09-18 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports the best practices that companies established in Latin America are implementing in their manufacturing processes in order to generate high quality products and stay in the market. It lists the technologies, production and administrative philosophies that are being implemented, presenting a collection of successful cases of studies from Latin America. The book describes how the tools and techniques are being integrated, modified and combined to create new technical resources for assisting the decision making process for better economic performance in manufacturing companies. The efforts deployed for assisting the transformation of raw materials into products and services are described. The authors explain the main key success factors or drivers for success of each tool, technique or hybrid combination approach applied to solve manufacturing problems.
