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Advances in Evolutionary Computing for System Design

Advances in Evolutionary Computing for System Design PDF Author: Vasile Palade
Publisher: Springer
ISBN: 3540723773
Category : Computers
Languages : en
Pages : 326

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Book Description
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book’s thirteen chapters cover a wide area of topics in evolutionary computing and applications, including an introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; and evolution of fuzzy controllers. The book will be useful to researchers in intelligent systems with interest in evolutionary computing, as well as application engineers and system designers.

Advances in Evolutionary Computing for System Design

Advances in Evolutionary Computing for System Design PDF Author: Vasile Palade
Publisher: Springer
ISBN: 3540723773
Category : Computers
Languages : en
Pages : 326

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Book Description
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book’s thirteen chapters cover a wide area of topics in evolutionary computing and applications, including an introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; and evolution of fuzzy controllers. The book will be useful to researchers in intelligent systems with interest in evolutionary computing, as well as application engineers and system designers.

Variants of Evolutionary Algorithms for Real-World Applications

Variants of Evolutionary Algorithms for Real-World Applications PDF Author: Raymond Chiong
Publisher: Springer Science & Business Media
ISBN: 3642234240
Category : Technology & Engineering
Languages : en
Pages : 466

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Book Description
Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book “Variants of Evolutionary Algorithms for Real-World Applications” aims to promote the practitioner’s view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing a range of real-world problems such as production process planning, inventory system and supply chain network optimisation, task-based jobs assignment, planning for CNC-based work piece construction, mechanical/ship design tasks that involve runtime-intense simulations, data mining for the prediction of soil properties, automated tissue classification for MRI images, and database query optimisation, among others. These chapters demonstrate how different types of problems can be successfully solved using variants of EAs and how the solution approaches are constructed, in a way that can be understood and reproduced with little prior knowledge on optimisation.

New Achievements in Evolutionary Computation

New Achievements in Evolutionary Computation PDF Author: Peter Korosec
Publisher: BoD – Books on Demand
ISBN: 9533070536
Category : Computers
Languages : en
Pages : 330

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Book Description
Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.

Advances in Biologically Inspired Information Systems

Advances in Biologically Inspired Information Systems PDF Author: Falko Dressler
Publisher: Springer
ISBN: 3540726934
Category : Technology & Engineering
Languages : en
Pages : 302

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Book Description
Technology is taking us to a world where myriads of networked devices interact with the physical world in multiple ways and at multiple scales. This book presents a comprehensive overview of the most promising research directions in the area of bio-inspired computing. According to the broad spectrum addressed by the different chapters, a rich variety of biological principles and their application to ICT systems are presented.

Hybrid Evolutionary Algorithms

Hybrid Evolutionary Algorithms PDF Author: Crina Grosan
Publisher: Springer
ISBN: 3540732977
Category : Computers
Languages : en
Pages : 404

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Book Description
This edited volume is targeted at presenting the latest state-of-the-art methodologies in "Hybrid Evolutionary Algorithms". The chapters deal with the theoretical and methodological aspects, as well as various applications to many real world problems from science, technology, business or commerce. Overall, the book has 14 chapters including an introductory chapter giving the fundamental definitions and some important research challenges. The contributions were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.

Principal Concepts in Applied Evolutionary Computation: Emerging Trends

Principal Concepts in Applied Evolutionary Computation: Emerging Trends PDF Author: Hong, Wei-Chiang Samuelson
Publisher: IGI Global
ISBN: 1466617500
Category : Computers
Languages : en
Pages : 400

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Book Description
Increasingly powerful and diverse computing technologies have the potential to tackle ever greater and more complex problems and dilemmas in engineering and science disciplines. Principal Concepts in Applied Evolutionary Computation: Emerging Trends provides an introduction to the important interdisciplinary discipline of evolutionary computation, an artificial intelligence field that combines the principles of computational intelligence with the mechanisms of the theory of evolution. Academics and practicing field professionals will find this reference useful as they break into the emerging and complex world of evolutionary computation, learning to harness and utilize this exciting new interdisciplinary field.

Advanced Intelligent Paradigms in Computer Games

Advanced Intelligent Paradigms in Computer Games PDF Author: Norio Baba
Publisher: Springer
ISBN: 3540727051
Category : Technology & Engineering
Languages : en
Pages : 201

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Book Description
This book explores all the latest research in the area of advanced intelligent paradigms in computer games. It presents a sample of the most recent research concerning the application of computational intelligence techniques and internet technology in computer games. The contents include: COMMONS GAME in intelligent environment; adaptive generation of dilemma-based interactive narratives; computational intelligence in racing games; evolutionary algorithms for board game players with domain knowledge; electronic market games; EVE’s entropy; and capturing player enjoyment in computer games.

Differential Evolution in Electromagnetics

Differential Evolution in Electromagnetics PDF Author: Anyong Qing
Publisher: Springer Science & Business Media
ISBN: 3642128696
Category : Technology & Engineering
Languages : en
Pages : 212

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Book Description
Differential evolution has proven itself a very simple while very powerful stochastic global optimizer. It has been applied to solve problems in many scientific and engineering fields. This book focuses on applications of differential evolution in electromagnetics to showcase its achievement and capability in solving synthesis and design problems in electromagnetics.Topics covered in this book include:• A comprehensive up-to-date literature survey on differential evolution• A systematic description of differential evolution• A topical review on applications of differential evolution in electromagnetics• Five new application examplesThis book is ideal for electromagnetic researchers and people in differential evolution community. It is also a valuable reference book for researchers and students in the optimization or electrical and electronic engineering field. In addition, managers and engineers in relevant fields will find it a helpful introductory guide.

Advances in Intelligent and Distributed Computing

Advances in Intelligent and Distributed Computing PDF Author: Costin Badica
Publisher: Springer
ISBN: 3540749306
Category : Computers
Languages : en
Pages : 310

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Book Description
This book presents the proceedings of the 1st International Symposium on Intelligent and Distributed Computing, IDC 2007, held in Craiova, Romania, October 2007. Coverage includes: autonomous and adaptive computing; data mining and knowledge discovery; distributed problem solving and decision making; e-business, e-health and e-learning; genetic algorithms; image processing; information retrieval; intelligence in mobile and ubiquitous computing.

Engineering Evolutionary Intelligent Systems

Engineering Evolutionary Intelligent Systems PDF Author: Ajith Abraham
Publisher: Springer Science & Business Media
ISBN: 3540753958
Category : Computers
Languages : en
Pages : 456

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Book Description
This edited volume deals with the theoretical and methodological aspects, as well as various evolutionary algorithm applications to many real world problems originating from science, technology, business and commerce. It comprises 15 chapters including an introductory chapter which covers the fundamental definitions and outlines some important research challenges. Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.