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Books > Computing & IT > Applications of computing > Artificial intelligence
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Evolutionary Constrained Optimization (Hardcover, 2015 ed.)
Loot Price: R3,485
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Evolutionary Constrained Optimization (Hardcover, 2015 ed.)
Series: Infosys Science Foundation Series
Expected to ship within 10 - 15 working days
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This book makes available a self-contained collection of modern
research addressing the general constrained optimization problems
using evolutionary algorithms. Broadly the topics covered include
constraint handling for single and multi-objective optimizations;
penalty function based methodology; multi-objective based
methodology; new constraint handling mechanism; hybrid methodology;
scaling issues in constrained optimization; design of scalable test
problems; parameter adaptation in constrained optimization;
handling of integer, discrete and mix variables in addition to
continuous variables; application of constraint handling techniques
to real-world problems; and constrained optimization in dynamic
environment. There is also a separate chapter on hybrid
optimization, which is gaining lots of popularity nowadays due to
its capability of bridging the gap between evolutionary and
classical optimization. The material in the book is useful to
researchers, novice, and experts alike. The book will also be
useful for classroom teaching and future research.
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