Research Catalog

Title

Evolutionary algorithms in engineering applications / D. Dasgupta, Z. Michalewicz (eds.).

Publication

Berlin ; New York : Springer, 1997.

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Holdings

Details

Additional Authors

• Dasgupta, D. (Dipankar), 1958-
• Michalewicz, Zbigniew

Description

xxi, 554 pages : illustrations; 25 cm

Subject

• Evolutionary programming (Computer science)
• Genetic algorithms
• Engineering > Data processing

Bibliography (note)

• Includes bibliographical references.

Contents

• Evolutionary Algorithms - An Overview / Dipankar Dasgupta and Zbigniew Michalewicz -- Robust Encodings in Genetic Algorithms / Simon Ronald -- Genetic Engineering and Design Problems / John S. Gero, Vladimir A. Kazakov and Thorsten Schnier -- The Generation of Form Using an Evolutionary Approach / M. A. Rosenman -- Evolutionary Optimization of Composite Structures / Rodolphe Le Riche and Raphael T. Haftka -- Flaw Detection and Configuration with Genetic Algorithms / Sushil J. Louis, Fang Zhao and Xiaogang Zeng -- A Genetic Algorithm Approach for River Management / J. Phillip King, Hazem S. Fahmy and Mark W. Wentzel -- Hazards in Genetic Design Methodologies / Gerald P. Roston -- The Identification and Characterization of Workload Classes / Chrisila C. Pettey, Patricia White and Larry Dowdy [et al.] -- Lossless and Lossy Data Compression / Wee K. Ng, Sunghyun Choi and Chinya Ravishankar -- Database Design with Genetic Algorithms / Walter Cedeno and V. Rao Vemuri --
• Designing Multiprocessor Scheduling Algorithms Using a Distributed Genetic Algorithm System / Kelvin K. Yue and David J. Lilja -- Prototype Based Supervised Concept Learning Using Genetic Algorithms / Sandip Sen, Leslie Knight and Kevin Legg -- Prototyping Intelligent Vehicle Modules Using Evolutionary Algorithms / Shumeet Baluja, Rahul Sukthankar and John Hancock -- Gate-Level Evolvable Hardware: Empirical Study and Application / Hitoshi Iba, Masaya Iwata and Tetsuya Higuchi -- Physical Design of VLSI Circuits and the Application of Genetic Algorithms / Jens Lienig -- Statistical Generalization of Performance-Related Heuristics for Knowledge-Lean Applications / Arthur Ieumwananonthachai and Benjamin W. Wah -- Optimal Scheduling of Thermal Power Generation Using Evolutionary Algorithms / Dipankar Dasgupta -- Genetic Algorithms and Genetic Programming for Control / Dimitris C. Dracopoulos --
• Global Structure Evolution and Local Parameter Learning for Control System Model Reductions / Yun Li, Kay Chen Tan and Mingrui Gong -- Adaptive Recursive Filtering Using Evolutionary Algorithms / Michael S. White and Stuart J. Flockton -- Numerical techniques for Efficient Sonar Bearing and Range Searching in the Near Field Using Genetic Algorithms / D. J. Edwards and A. J. Keane -- Signal Design for Radar Imaging in Radar Astronomy: Genetic Optimization / Benjamin C. Flores, Vladik Kreinovich and Roberto Vasquez -- Evolutionary Algorithms in Target Acquisition and Sensor Fusion / Steven P. Smith and Bertrand Daniel Dunay -- Strategies for the Integration of Evolutionary/Adaptive Search with the Engineering Design Process / I. C. Parmee -- Identification of Mechanical Inclusions / Marc Schoenauer, Francois Jouve and Leila Kallel -- GeneAS: A Robust Optimal Design Technique for Mechanical Component Design / Kalyanmoy Deb --
• Genetic Algorithms for Optimal Cutting / Toshihiko Ono and Gen Watanabe -- Practical Issues and Recent Advances in Job- and Open-Shop Scheduling / David Corne and Peter Ross -- The Key Steps to Achieve Mass Customization / Bill Fulkerson.

ISBN

3540620214 (alk. paper)

LCCN

97007264

OCLC

ocm36430689

Owning Institutions

Columbia University Libraries