Machine Learning & Genetic Algorithms_Shukla, Dr. Brahma Datta; Shukla, Dr. Brahma Datta; Tomar, Ms. Pragya Singh.pdf

Dr. Brahma Datta Shukla Institute of Computer Science, Vikram University, Ujjain (M.P.) India Ms. Pragya Singh Tomar Institute of Computer Science, Vikram University, Ujjain (M.P.) India Machine Learning & Genetic Algorithms Preface Machine learning is a computer programming technique in which software is built in such a way that it can learn new facts from itself and make decisions on its own when necessary. Machine learning (ML) is a large discipline, and this book covers a lot of ground. We attempted to cover all aspects of the subject. This book is designed for students enrolled in MCA, M.Sc. CS/IT, M.S., M. Tech, B.Tech , B.E. CS/IT, B.Sc. CS and BCA programs. The most notable characteristic of this book is that each chapter is taught in a straightforward manner so that the student can grasp the subject. Due to space limits, we have included a number of related ideas and tasks for the benefit of both students and teachers. Despite our best efforts, there may be some inaccuracies. If some readers bring these to my attention, we will be grateful. Suggestions and criticisms for the book's enhancement would be warmly received. Dr. Brahma Datta Shukla (Ph.D., M.Tech., MCA) & Ms. Pragya Singh Tomar (Ph.D.(p), M.Phil., MCA) Institute of Computer Science, Vikram University, Ujjain (M.P.) Acknowledgments To begin, we would want to express our gratitude to the all- knowing, all-powerful almighty, whose blessings have been extremely beneficial to us throughout this work. Honorable Dr. Umesh Kumar Singh, Director & Head, Institute of Computer Science, Vikram University, Ujjain (M.P.) owes us his undying gratitude and special thanks for his wise counsel. It is thanks to inspiration, active assistance, and continuous encouragement at every stage of our work that we are able to exhibit our work in this format. Honorable Prof. Akhilesh Kumar Pandey, Vice Chancellor, Vikram University, Ujjain (MP), whose eager assistance and good advice were always available to us, des