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Ultimate Genetic Algorithms with Python
Build Intelligent and Adaptive AI Systems with Genetic Algorithms in Python for Machine Learning, Deep Learning, and Multi-Agent Domains (English Edition)
2025
EN
Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Book DescriptionGenetic Algorithms (GAs) are nature-inspired optimization tools that help AI systems adapt, improve, and solve complex problems efficiently. Ultimate Genetic Algorithms with Python explains elaborately the fundamentals of GAs to practical, Python-based implementation, using PyGAD and DEAP.The book starts with a s...
2025
EN
Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Key Features● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP.● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL.● Advanced coverage of evolutionary and metaheuristic algorithms.● Integration of Genetic Algorithms with generative and agent-based AI systems.Book DescriptionGenetic Algorithms (GAs) are nature-inspired optimizati...
2026
EN
Harness Genetic Algorithms to Build the Next Generation of Adaptive AI. Key Features ● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP. ● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL. ● Advanced coverage of evolutionary and metaheuristic algorithms. ● Integration of Genetic Algorithms with generative and agent-based AI systems. Book Description Genetic Algorithms (GAs) are nature-inspired optimization tools that help AI systems adapt, improve, and...