This book provides two new optimization algorithms to address real optimization problems.
Optimization is a fundamental concept in engineering and science and its applications are
needed in many fields. From designing products and systems to developing algorithms and models
optimization plays a critical role in achieving efficient and effective solutions to complex
problems. Optimization algorithms inspired by nature have proven effective in solving a wide
range of problems including those in engineering finance and machine learning. These
algorithms are often used when traditional optimization techniques are impractical due to the
size or complexity of the problem. In this book we are presenting two new optimization
algorithms inspired by plant roots and the Mycorrhiza Network. The first algorithm is called
the Continuous Mycorrhiza Optimization Algorithm (CMOA) which was proposed based on the model
of the Continuous Lotka-Volterra System Equations. The second algorithm is called the Discrete
Mycorrhiza Optimization Algorithm (DMOA) which design based on the model of Discrete
Lotka-Volterra System Equations. By mastering the proposed algorithms the readers able to
develop innovative solutions that improve efficiency reduce costs and improve performance in
the corresponding field of work.