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Contemporary Evolution Strategies

Contemporary Evolution Strategies PDF Author: Thomas Bäck
Publisher: Springer Science & Business Media
ISBN: 3642401376
Category : Computers
Languages : en
Pages : 101

Book Description
This book surveys key algorithm developments between 1990 and 2012, with brief descriptions, a unified pseudocode for each algorithm and downloadable program code. Provides a taxonomy to clarify similarities and differences as well as historical relationships.

Contemporary Evolution Strategies

Contemporary Evolution Strategies PDF Author: Thomas Bäck
Publisher: Springer Science & Business Media
ISBN: 3642401376
Category : Computers
Languages : en
Pages : 101

Book Description
This book surveys key algorithm developments between 1990 and 2012, with brief descriptions, a unified pseudocode for each algorithm and downloadable program code. Provides a taxonomy to clarify similarities and differences as well as historical relationships.

Contemporary Evolution Strategies

Contemporary Evolution Strategies PDF Author: Hans-Paul Schwefel
Publisher:
ISBN:
Category :
Languages : en
Pages : 74

Book Description


The Theory of Evolution Strategies

The Theory of Evolution Strategies PDF Author: Hans-Georg Beyer
Publisher: Springer Science & Business Media
ISBN: 3662043785
Category : Computers
Languages : en
Pages : 393

Book Description
Evolutionary algorithms, such as evolution strategies, genetic algorithms, or evolutionary programming, have found broad acceptance in the last ten years. In contrast to its broad propagation, theoretical analysis in this subject has not progressed as much. This monograph provides the framework and the first steps toward the theoretical analysis of Evolution Strategies (ES). The main emphasis is deriving a qualitative understanding of why and how these ES algorithms work.

Advances in Artificial Life

Advances in Artificial Life PDF Author: Federico Moran
Publisher: Springer Science & Business Media
ISBN: 9783540594963
Category : Computers
Languages : en
Pages : 984

Book Description
This volume contains 71 revised refereed papers, including seven invited surveys, presented during the Third European Conference on Artificial Life, ECAL '95, held in Granada, Spain in June 1995. Originally AL was concerned with applying biologically inspired solutions to technology and with examining computational expertise in order to reproduce and understand life processes. Despite its short history, AL now is becoming a mature scientific field. The volume reports the state of the art in this exciting area of research; there are sections on foundations and epistemology, origins of life and evolution, adaptive and cognitive systems, artificial worlds, robotics and emulation of animal behavior, societies and collective behavior, biocomputing, and applications and common tools.

The Evolution of Strategy

The Evolution of Strategy PDF Author: Beatrice Heuser
Publisher: Cambridge University Press
ISBN: 113949256X
Category : Political Science
Languages : en
Pages :

Book Description
Is there a 'Western way of war' which pursues battles of annihilation and single-minded military victory? Is warfare on a path to ever greater destructive force? This magisterial account answers these questions by tracing the history of Western thinking about strategy - the employment of military force as a political instrument - from antiquity to the present day. Assessing sources from Vegetius to contemporary America, and with a particular focus on strategy since the Napoleonic Wars, Beatrice Heuser explores the evolution of strategic thought, the social institutions, norms and patterns of behaviour within which it operates, the policies that guide it and the cultures that influence it. Ranging across technology and warfare, total warfare and small wars as well as land, sea, air and nuclear warfare, she demonstrates that warfare and strategic thinking have fluctuated wildly in their aims, intensity, limitations and excesses over the past two millennia.

The Evolution of Modern Grand Strategic Thought

The Evolution of Modern Grand Strategic Thought PDF Author: Lukas Milevski
Publisher: Oxford University Press
ISBN: 0198779771
Category : History
Languages : en
Pages : 186

Book Description
In strategic studies and international relations, grand strategy is a frequently-invoked concept. Yet, despite its popularity, it is not well understood and it has many definitions, some of which are even mutually contradictory. This state of affairs undermines its usefulness for scholars and practitioners alike. Lukas Milevski aims to remedy this situation by offering a conceptual history of grand strategy in the English language, analysing its evolution from 1805 to the present day in the writings of its major proponents. In doing so, he seeks to clarify the meaning and role of the concept, both theoretically and practically, and shed light on its continuing utility today.

The Evolutionary Strategies that Shape Ecosystems

The Evolutionary Strategies that Shape Ecosystems PDF Author: J. Philip Grime
Publisher: John Wiley & Sons
ISBN: 1118223276
Category : Science
Languages : en
Pages : 362

Book Description
THE EVOLUTIONARY STRATEGIES THAT SHAPE ECOSYSTEMS In 1837 a young Charles Darwin took his notebook, wrote “I think”, and then sketched a rudimentary, stick-like tree. Each branch of Darwin’s tree of life told a story of survival and adaptation – adaptation of animals and plants not just to the environment but also to life with other living things. However, more than 150 years since Darwin published his singular idea of natural selection, the science of ecology has yet to account for how contrasting evolutionary outcomes affect the ability of organisms to coexist in communities and to regulate ecosystem functioning. In this book Philip Grime and Simon Pierce explain how evidence from across the world is revealing that, beneath the wealth of apparently limitless and bewildering variation in detailed structure and functioning, the essential biology of all organisms is subject to the same set of basic interacting constraints on life-history and physiology. The inescapable resulting predicament during the evolution of every species is that, according to habitat, each must adopt a predictable compromise with regard to how they use the resources at their disposal in order to survive. The compromise involves the investment of resources in either the effort to acquire more resources, the tolerance of factors that reduce metabolic performance, or reproduction. This three-way trade-off is the irreducible core of the universal adaptive strategy theory which Grime and Pierce use to investigate how two environmental filters selecting, respectively, for convergence and divergence in organism function determine the identity of organisms in communities, and ultimately how different evolutionary strategies affect the functioning of ecosystems. This book refl ects an historic phase in which evolutionary processes are finally moving centre stage in the effort to unify ecological theory, and animal, plant and microbial ecology have begun to find a common theoretical framework. Companion website This book has a companion website www.wiley.com/go/grime/evolutionarystrategies with Figures and Tables from the book for downloading.

Organizational Evolution and Strategic Management

Organizational Evolution and Strategic Management PDF Author: Rodolphe Durand
Publisher: SAGE Publications
ISBN: 1446227111
Category : Business & Economics
Languages : en
Pages : 201

Book Description
`I have no doubt this book will be read and used time and again by any scholar working within the evolutionary approach to organizations. I believe that it will also be of great interest to strategy scholars' - Management `Rodolphe Durand has a compelling message for the growing community of evolutionary researchers in organization studies. Evolutionary researchers need to attend more carefully to historical and contemporary debates in the biological sciences if they are to avoid false tracks and simplisitic analogies. Durand offers here the foundations of a distinctive and authentic evolutionary theory that takes organizations seriously for what they are' - Richard Whittington, Oxford University `This book fills an important gap in the study of organizations and strategy from an evolutionary perspective. It offers a synthetic approach to evolutionary analysis with grounded empirical examples that graduate students and seasoned scholars alike will find immensely useful. Durand's OES model, rooted in a critical examination of philosophical and scientific writings on evolution, is particularly promising and provides a valuable guidepost for future research on organizations and strategic management' - Michael Lounsbury, University of Alberta How is economic evolutionary theory, in which organisations evolve according to environmental selection, reconciled with evidence of strategic management? This book is the first of its kind to propose a solution to this theoretical puzzle and engage readers in a balanced understanding of organizational evolution. Rodolphe Durand embarks upon a fresh assessment of the literature. His discoveries provide the foundation for a new theory of organizational selection and an organizational evolution and strategy model that reconciles economic evolution with strategic intentionality. Chapters include an examination of the work by Lamarck, Darwin and Spencer; a constructive appraisal of evolutionary theory applied to organisations and a summary of how the organizational evolution and strategy model will affect future theory and research. - An associated web site with further information can be found at: http://studies.hec.fr/web/durand

Evolutionary Computations

Evolutionary Computations PDF Author: Keigo Watanabe
Publisher: Springer
ISBN: 354039883X
Category : Technology & Engineering
Languages : en
Pages : 183

Book Description
Evolutionary computation, a broad field that includes genetic algorithms, evolution strategies, and evolutionary programming, has proven to offer well-suited techniques for industrial and management tasks - therefore receiving considerable attention from scientists and engineers during the last decade. This monograph develops and analyzes evolutionary algorithms that can be successfully applied to real-world problems such as robotic control. Although of particular interest to robotic control engineers, Evolutionary Computations also may interest the large audience of researchers, engineers, designers and graduate students confronted with complicated optimization tasks.

Handbook of Heuristics

Handbook of Heuristics PDF Author: Rafael Martí
Publisher: Springer
ISBN: 9783319071237
Category : Computers
Languages : en
Pages : 3000

Book Description
Heuristics are strategies using readily accessible, loosely applicable information to control problem solving. Algorithms, for example, are a type of heuristic. By contrast, Metaheuristics are methods used to design Heuristics and may coordinate the usage of several Heuristics toward the formulation of a single method. GRASP (Greedy Randomized Adaptive Search Procedures) is an example of a Metaheuristic. To the layman, heuristics may be thought of as ‘rules of thumb’ but despite its imprecision, heuristics is a very rich field that refers to experience-based techniques for problem-solving, learning, and discovery. Any given solution/heuristic is not guaranteed to be optimal but heuristic methodologies are used to speed up the process of finding satisfactory solutions where optimal solutions are impractical. The introduction to this Handbook provides an overview of the history of Heuristics along with main issues regarding the methodologies covered. This is followed by Chapters containing various examples of local searches, search strategies and Metaheuristics, leading to an analyses of Heuristics and search algorithms. The reference concludes with numerous illustrations of the highly applicable nature and implementation of Heuristics in our daily life. Each chapter of this work includes an abstract/introduction with a short description of the methodology. Key words are also necessary as part of top-matter to each chapter to enable maximum search engine optimization. Next, chapters will include discussion of the adaptation of this methodology to solve a difficult optimization problem, and experiments on a set of representative problems.