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Books > Computing & IT > Applications of computing > Artificial intelligence
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Constraint Handling in Cohort Intelligence Algorithm (Hardcover)
Loot Price: R4,580
Discovery Miles 45 800
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Constraint Handling in Cohort Intelligence Algorithm (Hardcover)
Series: Advances in Metaheuristics
Expected to ship within 12 - 17 working days
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The detailed survey on constraint handling techniques specifically
penalty function approach is presented in the book; presents the
Cohort Intelligence (CI) algorithm incorporated with a novel
self-adaptive penalty function (SAPF) approach which helped in
avoiding preliminary trials of selecting penalty parameter. The
approach is referred to as CI-SAPF; CI-SAPF is further hybridized
with Colliding Bodies Optimization (CBO) algorithm to promote a
parameter less metaheuristic algorithm; presents solutions to
several problems from discrete truss structure domain, mixed
variable design engineering domain, and linear & nonlinear
domain validating the CI-SAPF and CI-SAPF-CBO; behavior of SAPF
approach on pseudo objective function, constraint violations,
penalty function and penalty parameter have been analyzed and
discussed in very detail; presents the in-depth analysis and
comparison of the CI-SAPF, CI-SAPF-CBO and CBO algorithms with
other contemporary techniques; provides the solution to real-world
manufacturing problems of optimizing multi pass milling and turning
processes using CI-SPF, CI-SAPF and CI-SAPF-CBO approaches.
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