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Constraint Handling in Cohort Intelligence Algorithm
Engelsk
Bogcover for Constraint Handling in Cohort Intelligence Algorithm af Anand J. Kulkarni, Ishaan R. Kale, 9781032156576
Specifikationer
Sprog:
Engelsk
Sider:
200
ISBN-13:
9781032156576
Indbinding:
Paperback
ISBN-10:
1032156570
Kategori:
Udg. Dato:
7 okt 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
7 okt 2024
Paperback 2024
Format:

Bog beskrivelse

Mechanical Engineering domain problems are generally complex, consisting of different design variables and constraints. These problems may not be solved using gradient-based optimization techniques. The stochastic nature-inspired optimization techniques have been proposed in this book to efficiently handle the complex problems. The nature-inspired algorithms are classified as bio-inspired, swarm, and physics/chemical-based algorithms.

Socio-inspired is one of the subdomains of bio-inspired algorithms, and Cohort Intelligence (CI) models the social tendencies of learning candidates with an inherent goal to achieve the best possible position. In this book, CI is investigated by solving ten discrete variable truss structural problems, eleven mixed variable design engineering problems, seventeen linear and nonlinear constrained test problems and two real-world applications from manufacturing domain. Static Penalty Function (SPF) is also adopted to handle the linear and nonlinear constraints, and limitations in CI and SPF approaches are examined.

Constraint Handling in Cohort Intelligence Algorithm is a valuable reference to practitioners working in the industry as well as to students and researchers in the area of optimization methods.

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Specifikationer
Sprog:
Engelsk
Sider:
200
ISBN-13:
9781032156576
Indbinding:
Paperback
ISBN-10:
1032156570
Kategori:
Udg. Dato:
7 okt 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
7 okt 2024
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