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Ant Colony Optimization
  • Language: en
  • Pages: 324

Ant Colony Optimization

  • Type: Book
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  • Published: 2004-06-04
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  • Publisher: MIT Press

An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this r...

Stochastic Local Search
  • Language: en
  • Pages: 678

Stochastic Local Search

Stochastic local search (SLS) algorithms are among the most prominent and successful techniques for solving computationally difficult problems. Offering a systematic treatment of SLS algorithms, this book examines the general concepts and specific instances of SLS algorithms and considers their development, analysis and application.

Ant Colony Optimization and Swarm Intelligence
  • Language: en
  • Pages: 540

Ant Colony Optimization and Swarm Intelligence

This book constitutes the refereed proceedings of the 5th International Workshop on Ant Colony Optimization and Swarm Intelligence, ANTS 2006, held in Brussels, Belgium, in September 2006. The 27 revised full papers, 23 revised short papers, and 12 extended abstracts presented were carefully reviewed and selected from 115 submissions.

Evolutionary Computation in Combinatorial Optimization
  • Language: en
  • Pages: 206

Evolutionary Computation in Combinatorial Optimization

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Learning and Intelligent Optimization
  • Language: en
  • Pages: 254

Learning and Intelligent Optimization

  • Type: Book
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  • Published: 2008-12-17
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  • Publisher: Springer

This volume collects the accepted papers presented at the Learning and Intelligent OptimizatioN conference (LION 2007 II) held December 8–12, 2007, in Trento, Italy. The motivation for the meeting is related to the current explosion in the number and variety of heuristic algorithms for hard optimization problems, which raises - merous interesting and challenging issues. Practitioners are confronted with the b- den of selecting the most appropriate method, in many cases through an expensive algorithm configuration and parameter-tuning process, and subject to a steep learning curve. Scientists seek theoretical insights and demand a sound experimental meth- ology for evaluating algorithms and...

Evolutionary Computation in Combinatorial Optimization
  • Language: en
  • Pages: 251

Evolutionary Computation in Combinatorial Optimization

This book constitutes the refereed proceedings of the 7th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2007, held in Valencia, Spain in April 2007. The 21 revised full papers presented were carefully reviewed and selected from 81 submissions. The papers cover evolutionary algorithms as well as various other metaheuristics, like scatter search, tabu search, memetic algorithms, variable neighborhood search, greedy randomized adaptive search procedures, ant colony optimization, and particle swarm optimization algorithms. The papers are specifically dedicat.

Operations Management
  • Language: en
  • Pages: 382

Operations Management

Global competition has caused fundamental changes in the competitive environment of the manufacturing and service industries. Firms should develop strategic objectives that, upon achievement, result in a competitive advantage in the market place. The forces of globalization on one hand and rapidly growing marketing opportunities overseas, especially in emerging economies on the other, have led to the expansion of operations on a global scale. The book aims to cover the main topics characterizing operations management including both strategic issues and practical applications. A global environmental business including both manufacturing and services is analyzed. The book contains original research and application chapters from different perspectives. It is enriched through the analyses of case studies.

Learning and Intelligent Optimization
  • Language: en
  • Pages: 533

Learning and Intelligent Optimization

  • Type: Book
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  • Published: 2012-10-01
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  • Publisher: Springer

This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Learning and Intelligent Optimization, LION 6, held in Paris, France, in January 2012. The 23 long and 30 short revised papers were carefully reviewed and selected from a total of 99 submissions. The papers focus on the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. In addition to the paper contributions the conference also included 3 invited speakers, who presented forefront research results and frontiers, and 3 tutorial talks, which were crucial in bringing together the different components of LION community.

The Network Challenge
  • Language: en
  • Pages: 589

The Network Challenge

New Paperback Edition Networks and the Enterprise: Breakthrough Thinking and Actionable Strategies “This book presents an amazing collection of insights on underlying forces and ways to thrive in our post-Coaseian age—an age in which the centralized firm is changing into an agile and resilient network of participants. A must read for a world where unpredictability reigns supreme.” —John Seely Brown, Independent Co-Chair of the Deloitte Center for Edge Innovation, and Senior Fellow at the Annenberg Center for Communication at the University of Southern California “I couldn’t wait to get my hands on this research...I have already begun to put the ideas into practice in designing ne...

Handbook of Metaheuristics
  • Language: en
  • Pages: 611

Handbook of Metaheuristics

  • Type: Book
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  • Published: 2018-09-20
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  • Publisher: Springer

The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book’s chapters serve as stand-alone presentations giving both the necessary underpinnings as well as practical guides for implementation. The nature of metaheuristics invites an analyst to modify basic methods in response to problem characteristics, past experiences, and personal preferences, and the chapters in this handbook are designed to facilitate this process as well. This new edition has been fully revised and features new chapters on swarm intelligence and automated design of metaheuristics from flexible algorithm frameworks. The auth...