Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control Volume 1 /
Abdul Halim, Abdul Hanif.
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control Volume 1 / [electronic resource] : by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail. - 1st ed. 2024. - XX, 312 p. 153 illus., 15 illus. in color. online resource. - Emergence, Complexity and Computation, 50 2194-7295 ; . - Emergence, Complexity and Computation, 50 .
Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.
9783031740138
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
Q342
006.3
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control Volume 1 / [electronic resource] : by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail. - 1st ed. 2024. - XX, 312 p. 153 illus., 15 illus. in color. online resource. - Emergence, Complexity and Computation, 50 2194-7295 ; . - Emergence, Complexity and Computation, 50 .
Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.
9783031740138
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
Q342
006.3
